{
  "publisher": "Jobsearch.ing",
  "dataset": "AI Job Search Tool Accountability Register",
  "dataset_version": "2026-08-29",
  "schema_version": 3,
  "verification_window": {
    "from": "2026-08-22",
    "to": "2026-08-29"
  },
  "record_count": 43,
  "licence": "CC BY 4.0",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "method": "Every product is classified against a published inclusion rule before any statistic is computed. Pricing is observed on the vendor's own public pages, from more than one client, and recorded as a state rather than forced into a number — including when the state is that no price is shown. Where a page could not be read for a reason on our side, the record says so and the state stays unknown. Nothing is taken from another comparison site.",
  "populations": {
    "registry_universe": 43,
    "in_scope_active": 32,
    "in_scope_inactive": 1,
    "out_of_scope": 9,
    "status_unknown": 1,
    "note": "Market statistics divide by in_scope_active. The other populations are methodology context and are not published as findings."
  },
  "pricing_resolution": {
    "cohort_size": 32,
    "resolved": 32,
    "unresolved": 0,
    "resolution_rate_percent": 100,
    "by_state": [
      {
        "state": "public-price",
        "count": 20
      },
      {
        "state": "no-public-price-found",
        "count": 4
      },
      {
        "state": "sign-in-required",
        "count": 3
      },
      {
        "state": "employer-pricing-only",
        "count": 2
      },
      {
        "state": "free-only",
        "count": 2
      },
      {
        "state": "geo-routed",
        "count": 1
      }
    ],
    "tooling_limited": [],
    "note": "A state of 'unknown' means we could not establish it. It is never a statement that a vendor hides pricing."
  },
  "public_pricing": {
    "question": "Can a signed-out individual job seeker find out what this product costs?",
    "price_visible": 23,
    "price_not_visible": 9,
    "not_established": 0,
    "not_applicable": 0,
    "established": 32,
    "cohort_size": 32,
    "definition": "Visible covers a published price, a region-dependent price, and a free product. Not visible covers sign-in walls, employer-only pricing, pricing on request, and products showing no price at all. Percentages, where quoted, divide by the number established rather than by the cohort."
  },
  "claims_summary": {
    "cohort_size": 32,
    "vendors_scanned": 29,
    "scan_not_verified": 3,
    "vendors_with_outcome_claims": 11,
    "vendors_with_no_outcome_claim_found": 18,
    "claims_recorded": 26,
    "outcome_claims": 21,
    "by_status": {
      "methodology-publicly-available": 0,
      "partial-methodology": 4,
      "vendor-claim-no-public-methodology": 22,
      "independent-support-found": 0,
      "not-verified": 0
    },
    "coverage_caveat": "29 of 32 products in the cohort were scanned on their first-party pages; 3 could not be read well enough to scan. \"No outcome claim found\" describes the pages reviewed on the date recorded, not the company's history.",
    "note": "Classification describes how much of the basis a vendor publishes. It is never a judgement about whether a claim is true."
  },
  "suppression": {
    "min_n": 10,
    "rule": "Figures characterising the market are withheld below this sample size, in the exports as well as on the pages. Direct counts that carry their own denominator are not affected."
  },
  "conflict_of_interest": "RoleSprint is tracked in this register and is published by the same person who publishes Jobsearch.ing. It is classified, verified and recorded under identical rules, receives no score, ranking or recommendation here, and its pricing resolved to the same state as several products it competes with.",
  "definitions": {
    "inclusion_rule": [
      "It is available to individual job seekers, rather than sold only to employers, recruiters or hiring teams.",
      "It materially uses AI or automation in at least one core job-search activity: job discovery, job matching, resume or application creation, application submission, or interview preparation directly connected to job seeking.",
      "It is a distinct job-search product, rather than a general-purpose tool that happens to be usable during a job search."
    ],
    "exclusion_rule": [
      "Employer-only applicant tracking, recruiting or referral systems.",
      "General-purpose LLM assistants and generic writing tools such as text expanders.",
      "Salary, compensation or offer-negotiation references with no job-search product attached.",
      "General communication or speech coaching without a distinct job-search product.",
      "Traditional job boards whose AI functionality is incidental rather than a product.",
      "Services delivered by people rather than by AI or automation.",
      "Duplicate records for the same product or brand."
    ],
    "cohort_explanation": "The register keeps two populations and they are not interchangeable. The registry universe is every product we have ever tracked, including ones that turned out not to be job-search tools and ones that stopped operating; nothing is deleted from it. The analytical cohort is the subset that currently satisfies the published inclusion rule and was operating when we last looked. Every market statistic on this site divides by the cohort, never by the universe, and states the cohort size next to the figure.",
    "scope_states": {
      "in-scope-active": "Satisfies all three inclusion conditions and was reachable and operating on the date recorded. These records, and only these, form the denominator of every market statistic.",
      "in-scope-inactive": "Satisfies the inclusion rule but is no longer operating, or the product the record was created for no longer exists at the address recorded. Kept for historical continuity and excluded from current-market statistics.",
      "out-of-scope": "Tracked at some point but does not satisfy the inclusion rule. Kept so that the change is visible rather than silent. Excluded from every statistic about job-search tools.",
      "status-unknown": "We could not establish whether the product is currently operating, and will not guess. Excluded from current-market statistics and reported as unknown."
    },
    "pricing_states": {
      "public-price": "At least one recurring plan amount was readable on the vendor's own public pages, without an account, on the date recorded.",
      "free-only": "The product was reachable and we found no paid plan on its public pages. Recorded as free rather than as an absence of information.",
      "no-public-price-found": "The product was reachable, we looked at its public pages including any pricing route it links to, and no price was shown. This is a statement about what the vendor publishes, not about whether the product is paid.",
      "sign-in-required": "A pricing route exists but resolves to a page that requires an account before any amount is shown.",
      "geo-routed": "The amount shown depends on the visitor's region, so there is no single public price. Any figure recorded also states the region it was read from.",
      "contact-sales": "Pricing is offered only through a sales or demo request.",
      "employer-pricing-only": "The only prices published are for employers or recruiters. What an individual job seeker would pay, if anything, is not published.",
      "product-inactive-or-unavailable": "The product did not serve its pages when checked, or the address no longer serves the product the record was created for.",
      "unknown": "We could not establish the state. Either our client was refused, or the product's pricing route could not be found from its public pages. Reported as unknown rather than resolved to a stronger conclusion."
    },
    "claim_statuses": {
      "methodology-publicly-available": "The vendor publishes enough for a reader to see what was measured: what population, over what period, against what baseline.",
      "partial-methodology": "Some of the basis is published — a sample size, a period, or a definition — but not enough to reconstruct the figure.",
      "vendor-claim-no-public-methodology": "The figure is stated and we found no published basis for it on the vendor's public pages. This describes what is inspectable, not whether the figure is right. A claim in this category may be perfectly accurate.",
      "independent-support-found": "Something outside the vendor's control supports the figure. Used only where we can point at that source.",
      "not-verified": "We could not read the claim's source page well enough to classify it, and will not guess."
    },
    "claim_scan_states": {
      "claims-found": "At least one measurable outcome claim was found on the first-party pages reviewed on the date recorded.",
      "no-outcome-claim-found": "No measurable outcome claim was found on the first-party pages reviewed, as of the date recorded. This describes the pages we read on that day. It is not a finding that the company has never made an outcome claim, and it is not a compliment.",
      "claim-scan-not-verified": "We could not read enough of the vendor's public pages to complete a scan. Recorded as unchecked rather than as an absence of claims."
    },
    "what_counts_as_an_outcome_claim": "A quantified assertion about what happens to the job seeker — interviews, offers, placements, responses, hiring likelihood, job-search duration or time saved. Statements describing what the product does, however impressive, are features and are not recorded here."
  },
  "records": [
    {
      "product": "Teal",
      "slug": "teal",
      "url": "https://www.tealhq.com/",
      "categories": "job-tracker; resume-builder; resume-optimization; ats-analysis",
      "positioning": "Application tracker with a resume builder attached",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "public-price",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://www.tealhq.com/pricing",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "$13 per week; Free Forever tier",
      "signed_out_price_visible": "yes",
      "claim_scan_state": "claim-scan-not-verified",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 0,
      "claims_recorded": 0,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "Huntr",
      "slug": "huntr",
      "url": "https://huntr.co/",
      "categories": "job-tracker; resume-builder; resume-optimization",
      "positioning": "Kanban application tracker with AI resume tailoring",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "public-price",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://huntr.co/pricing",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "$40; $30; $90; $26.66",
      "signed_out_price_visible": "yes",
      "claim_scan_state": "no-outcome-claim-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 0,
      "claims_recorded": 0,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "Jobscan",
      "slug": "jobscan",
      "url": "https://www.jobscan.co/",
      "categories": "ats-analysis; resume-optimization; linkedin",
      "positioning": "Resume-to-posting match scoring",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "sign-in-required",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://www.jobscan.co/pricing",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "",
      "signed_out_price_visible": "no",
      "claim_scan_state": "claim-scan-not-verified",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 2,
      "claims_recorded": 2,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "SkillSyncer",
      "slug": "skillsyncer",
      "url": "https://skillsyncer.com/",
      "categories": "ats-analysis; resume-optimization; resume-builder",
      "positioning": "Lower-cost resume scanner and match scoring",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "public-price",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://skillsyncer.com/pricing",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "$0; $11.62; $14.95; $34.86",
      "signed_out_price_visible": "yes",
      "claim_scan_state": "no-outcome-claim-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 0,
      "claims_recorded": 0,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "Rezi",
      "slug": "rezi",
      "url": "https://www.rezi.ai/",
      "categories": "resume-builder; resume-optimization; ats-analysis",
      "positioning": "AI resume builder with a one-time lifetime option",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "public-price",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://www.rezi.ai/pricing",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "$0; $29; $99; $149",
      "signed_out_price_visible": "yes",
      "claim_scan_state": "claims-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 1,
      "claims_recorded": 1,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "Kickresume",
      "slug": "kickresume",
      "url": "https://www.kickresume.com/",
      "categories": "resume-builder; resume-optimization",
      "positioning": "Template-led resume and cover letter builder",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "public-price",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://www.kickresume.com/en/pricing/",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "€8; €96; €18; €120",
      "signed_out_price_visible": "yes",
      "claim_scan_state": "no-outcome-claim-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 0,
      "claims_recorded": 0,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "LoopCV",
      "slug": "loopcv",
      "url": "https://www.loopcv.pro/",
      "categories": "auto-apply; job-discovery; job-matching",
      "positioning": "Saved searches that apply automatically",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "public-price",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://www.loopcv.pro/pricing",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "€9.99",
      "signed_out_price_visible": "yes",
      "claim_scan_state": "claims-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 2,
      "claims_recorded": 2,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "Resume.io",
      "slug": "resume-io",
      "url": "https://resume.io/",
      "categories": "resume-builder",
      "positioning": "Template resume and cover letter builder",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "public-price",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://resume.io/pricing",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "$2.95; $29.95; $49.95",
      "signed_out_price_visible": "yes",
      "claim_scan_state": "claim-scan-not-verified",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 0,
      "claims_recorded": 0,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "Enhancv",
      "slug": "enhancv",
      "url": "https://enhancv.com/",
      "categories": "resume-builder; resume-optimization",
      "positioning": "Design-led resume builder",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "public-price",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://enhancv.com/pricing/",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "$16.50",
      "signed_out_price_visible": "yes",
      "claim_scan_state": "no-outcome-claim-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 0,
      "claims_recorded": 0,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "AIApply",
      "slug": "aiapply",
      "url": "https://aiapply.co/",
      "categories": "auto-apply; resume-optimization; job-discovery; interview-prep",
      "positioning": "Auto-apply with resume scanning and interview tools",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "public-price",
      "pricing_observed_at": "2026-08-29",
      "pricing_source_url": "https://aiapply.co/answers",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "Premium: USD 29/month or USD 144/year; Interview Buddy: USD 19/month or USD 99/year",
      "signed_out_price_visible": "yes",
      "claim_scan_state": "claims-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 3,
      "claims_recorded": 5,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "JobCopilot",
      "slug": "jobcopilot",
      "url": "https://jobcopilot.com/",
      "categories": "auto-apply; job-discovery; job-matching",
      "positioning": "Agent that applies to roles on company career pages",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "geo-routed",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://jobcopilot.com/pricing",
      "pricing_region": "US",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "$0.93 per day (Premium, marked STARTS FROM); $1.05 per day (Elite, marked STARTS FROM)",
      "signed_out_price_visible": "yes",
      "claim_scan_state": "claims-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 1,
      "claims_recorded": 2,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "Final Round AI",
      "slug": "final-round-ai",
      "url": "https://www.finalroundai.com/",
      "categories": "interview-prep",
      "positioning": "AI interview practice and live assistance",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "public-price",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://www.finalroundai.com/pricing",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "$0; $25",
      "signed_out_price_visible": "yes",
      "claim_scan_state": "no-outcome-claim-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 0,
      "claims_recorded": 0,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "Simplify",
      "slug": "simplify",
      "url": "https://simplify.jobs/",
      "categories": "autofill; job-tracker; job-matching",
      "positioning": "Application autofill with tracking",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "sign-in-required",
      "pricing_observed_at": "2026-08-28",
      "pricing_source_url": "https://simplify.jobs/plus",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "",
      "signed_out_price_visible": "no",
      "claim_scan_state": "claims-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 1,
      "claims_recorded": 1,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "Careerflow",
      "slug": "careerflow",
      "url": "https://www.careerflow.ai/",
      "categories": "job-tracker; linkedin; resume-optimization; autofill",
      "positioning": "Tracking with LinkedIn optimisation",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "public-price",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://www.careerflow.ai/",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "$14; $24; $45; $172.99; $299.99",
      "signed_out_price_visible": "yes",
      "claim_scan_state": "claims-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 2,
      "claims_recorded": 2,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "Jobright",
      "slug": "jobright",
      "url": "https://jobright.ai/",
      "categories": "job-matching; job-discovery; resume-optimization",
      "positioning": "AI job matching and recommendations",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "employer-pricing-only",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://jobright.ai/pricing",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "",
      "signed_out_price_visible": "no",
      "claim_scan_state": "claims-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 4,
      "claims_recorded": 6,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "LazyApply",
      "slug": "lazyapply",
      "url": "https://lazyapply.com/",
      "categories": "auto-apply",
      "positioning": "Bulk automated applying on major job boards",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "public-price",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://lazyapply.com/pricing",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "$99; $119; $149; $179",
      "signed_out_price_visible": "yes",
      "claim_scan_state": "no-outcome-claim-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 0,
      "claims_recorded": 0,
      "dataset_version": "2026-08-29",
      "schema_version": 3
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      "claim_scan_state": "claim-scan-not-verified",
      "claim_scan_at": "",
      "outcome_claims_recorded": 0,
      "claims_recorded": 0,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "MixRoute",
      "slug": "mixroute",
      "url": "https://mixroute.ai/",
      "categories": "job-matching; resume-optimization",
      "positioning": "AI job search assistance",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "public-price",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://mixroute.ai/pricing/",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "$10; $100; $999",
      "signed_out_price_visible": "yes",
      "claim_scan_state": "no-outcome-claim-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 0,
      "claims_recorded": 0,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "product": "RoleSprint",
      "slug": "rolesprint",
      "url": "https://rolesprint.io/",
      "categories": "job-matching; resume-optimization; job-tracker; networking",
      "positioning": "Per-role application decisions with generated application material",
      "scope_state": "in-scope-active",
      "scope_reason": "meets-all-conditions",
      "scope_classified_at": "2026-08-27",
      "in_analytical_cohort": "yes",
      "pricing_state": "sign-in-required",
      "pricing_observed_at": "2026-08-27",
      "pricing_source_url": "https://rolesprint.io/pricing",
      "pricing_region": "",
      "pricing_tooling_limited": "no",
      "pricing_observed_amounts": "",
      "signed_out_price_visible": "no",
      "claim_scan_state": "no-outcome-claim-found",
      "claim_scan_at": "2026-08-28",
      "outcome_claims_recorded": 0,
      "claims_recorded": 0,
      "dataset_version": "2026-08-29",
      "schema_version": 3
    }
  ],
  "claims": [
    {
      "vendor": "aiapply",
      "claim": "61% of users get an interview in first 10 days",
      "category": "interview-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://aiapply.co/",
      "date_read": "2026-08-27",
      "context": "Homepage, alongside a trophy icon in the hero area",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "yes",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "A period is stated — the first ten days — but not who was counted or against what.",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "aiapply",
      "claim": "80% of our users land interviews within the first month",
      "category": "interview-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://aiapply.co/",
      "date_read": "2026-08-27",
      "context": "Homepage",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "yes",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "aiapply",
      "claim": "You are 80% more likely to get a job faster if you use AIApply",
      "category": "job-search-speed",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://aiapply.co/",
      "date_read": "2026-08-27",
      "context": "Homepage",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "A comparative claim — more likely than whom is not stated.",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "aiapply",
      "claim": "Loved by 2,064,348 users",
      "category": "usage-count",
      "is_outcome_claim": "no",
      "numeric": "yes",
      "source_url": "https://aiapply.co/",
      "date_read": "2026-08-27",
      "context": "Homepage, repeated in several places",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "A usage count rather than an outcome claim.",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "aiapply",
      "claim": "20M+ Jobs. All in One Place",
      "category": "catalogue-size",
      "is_outcome_claim": "no",
      "numeric": "yes",
      "source_url": "https://aiapply.co/",
      "date_read": "2026-08-27",
      "context": "Homepage, describing the job catalogue",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "jobright",
      "claim": "3x interviews landed",
      "category": "interview-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://jobright.ai/",
      "date_read": "2026-08-27",
      "context": "Homepage statistics strip",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "A multiplier with no stated comparison group.",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "jobright",
      "claim": "80% time saved on job search",
      "category": "time-saved",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://jobright.ai/",
      "date_read": "2026-08-27",
      "context": "Homepage statistics strip",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "jobright",
      "claim": "No.1 Choice for 80% of job seekers after their first use",
      "category": "success-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://jobright.ai/",
      "date_read": "2026-08-27",
      "context": "Homepage",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "Neither the population nor what 'No.1 Choice' measures is defined.",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "jobright",
      "claim": "2,000,000 trusted users",
      "category": "usage-count",
      "is_outcome_claim": "no",
      "numeric": "yes",
      "source_url": "https://jobright.ai/",
      "date_read": "2026-08-27",
      "context": "Homepage",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "jobright",
      "claim": "total jobs 8,000,000+",
      "category": "catalogue-size",
      "is_outcome_claim": "no",
      "numeric": "yes",
      "source_url": "https://jobright.ai/",
      "date_read": "2026-08-27",
      "context": "Homepage, describing the job index",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "jobscan",
      "claim": "improves job placement by helping job seekers land 3X more interviews and cutting job search time in half",
      "category": "interview-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://www.jobscan.co/",
      "date_read": "2026-08-27",
      "context": "Homepage FAQ",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claim-scan-not-verified",
      "note": "Jobscan does publish how its match rate is computed, which is unusual in this market — but that is a description of the score, not a basis for this outcome figure.",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "jobscan",
      "claim": "3x more interview callbacks",
      "category": "interview-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://www.jobscan.co/",
      "date_read": "2026-08-27",
      "context": "Homepage, beside the free resume score",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claim-scan-not-verified",
      "note": "",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "jobcopilot",
      "claim": "Join 100,000+ users currently automating their job applications with AI",
      "category": "usage-count",
      "is_outcome_claim": "no",
      "numeric": "yes",
      "source_url": "https://jobcopilot.com/pricing",
      "date_read": "2026-08-25",
      "context": "Pricing page",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "Read on 2026-08-25. Not visible on the pricing page when re-read on 2026-08-27, so it is recorded with the earlier date rather than as current.",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "jobcopilot",
      "claim": "Get 10X more Job Interviews with JobCopilot",
      "category": "interview-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://jobcopilot.com/",
      "date_read": "2026-08-28",
      "context": "Homepage headline",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "jobright",
      "claim": "Increase your chances of landing an interview by 4X with insider referrals as you find alumni and connect with hiring managers directly",
      "category": "interview-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://jobright.ai/",
      "date_read": "2026-08-28",
      "context": "Homepage, referrals section",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "Jobright presents its figures under the heading \"REAL RESULTS, NOT JUST PROMISES\".",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "loopcv",
      "claim": "Loopcv helps you get 3x more interviews using AI",
      "category": "interview-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://www.loopcv.pro/",
      "date_read": "2026-08-28",
      "context": "Homepage headline",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "loopcv",
      "claim": "61% of users get an interview in the first 10 days",
      "category": "interview-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://www.loopcv.pro/",
      "date_read": "2026-08-28",
      "context": "Homepage, below the primary call to action",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "yes",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "This figure is stated in almost identical wording by AIApply, a different vendor, on its own homepage. Neither publishes a basis for it. We record both as found and draw no conclusion about how two companies came to publish the same number.",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "careerflow",
      "claim": "60% Faster time to interviews",
      "category": "job-search-speed",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://www.careerflow.ai/",
      "date_read": "2026-08-28",
      "context": "Homepage statistics strip",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "careerflow",
      "claim": "2x More Job Offers",
      "category": "offers-or-placements",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://www.careerflow.ai/",
      "date_read": "2026-08-28",
      "context": "Homepage statistics strip",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "resume-worded",
      "claim": "Land 5x more interviews, opportunities and job offers",
      "category": "interview-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://resumeworded.com/",
      "date_read": "2026-08-28",
      "context": "Homepage, below the primary heading",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "resume-worded",
      "claim": "Resumes scoring 90+ get up to 3x more interviews",
      "category": "interview-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://resumeworded.com/",
      "date_read": "2026-08-28",
      "context": "Homepage, resume score section",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "partial-methodology",
      "vendor_scan_state": "claims-found",
      "note": "Unusually, the claim states the condition it applies to — resumes scoring 90 or above on the vendor's own scale — and is bounded by \"up to\". The population and period are still not published.",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "jobwizard",
      "claim": "Land 20x more offers in half the time",
      "category": "offers-or-placements",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://jobwizard.ai/",
      "date_read": "2026-08-28",
      "context": "Homepage headline",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "A statistics strip lower on the page is labelled \"More Interviews reported by active users\" but its figures rendered as zeroes for us, so no number from it is recorded.",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "rezi",
      "claim": "62.18% Success ... Average is ~3%, as of 2025 data. Interview Rate",
      "category": "interview-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://www.rezi.ai/",
      "date_read": "2026-08-28",
      "context": "Homepage statistics strip, beside a total-users figure",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "yes",
      "baseline_disclosed": "yes",
      "independent_verification_found": "no",
      "status": "partial-methodology",
      "vendor_scan_state": "claims-found",
      "note": "The only claim in the register that publishes a comparison baseline alongside the figure — it states an approximate market average of 3% and dates the data to 2025. What population the 62.18% covers, and how a success was counted, are still not published.",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "simplify",
      "claim": "Join 2M+ candidates that hear back 25% more with Simplify than on other platforms",
      "category": "success-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://simplify.jobs/",
      "date_read": "2026-08-28",
      "context": "Homepage, application tracker section",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "yes",
      "independent_verification_found": "no",
      "status": "partial-methodology",
      "vendor_scan_state": "claims-found",
      "note": "States what the comparison is against — other platforms — without defining which, or how hearing back was measured.",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "jobhire-ai",
      "claim": "Get hired 3x faster than with LinkedIn",
      "category": "job-search-speed",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://jobhire.ai/",
      "date_read": "2026-08-28",
      "context": "Homepage",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "yes",
      "independent_verification_found": "no",
      "status": "partial-methodology",
      "vendor_scan_state": "claims-found",
      "note": "Names a specific comparison — LinkedIn — but publishes nothing about how the comparison was made.",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    },
    {
      "vendor": "massive",
      "claim": "Land the job of your dreams, 10x easier",
      "category": "success-rate",
      "is_outcome_claim": "yes",
      "numeric": "yes",
      "source_url": "https://usemassive.com/",
      "date_read": "2026-08-28",
      "context": "Homepage, closing call to action",
      "methodology_linked": "no",
      "sample_size_disclosed": "no",
      "study_period_disclosed": "no",
      "baseline_disclosed": "no",
      "independent_verification_found": "no",
      "status": "vendor-claim-no-public-methodology",
      "vendor_scan_state": "claims-found",
      "note": "Recorded because it attaches a multiplier to an outcome, though \"easier\" has no stated unit.",
      "dataset_version": "2026-08-29",
      "schema_version": 3
    }
  ],
  "claim_scans": [
    {
      "vendor": "aiapply",
      "state": "claims-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "jobright",
      "state": "claims-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "jobcopilot",
      "state": "claims-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "loopcv",
      "state": "claims-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "careerflow",
      "state": "claims-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "resume-worded",
      "state": "claims-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "jobwizard",
      "state": "claims-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "rezi",
      "state": "claims-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "simplify",
      "state": "claims-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "jobhire-ai",
      "state": "claims-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "massive",
      "state": "claims-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "huntr",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2,
      "note": "A \"10x faster\" fragment appears on the pricing page, but we could not establish what it refers to on a second reading, so it is not recorded as an outcome claim."
    },
    {
      "vendor": "skillsyncer",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "kickresume",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2,
      "note": "The only percentages found were discount offers."
    },
    {
      "vendor": "enhancv",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2,
      "note": "Enhancv publishes figures about its own documented set of verified hires and about the job market generally. Those are claims about data and about the world, not assertions that the product will produce a result, so they are not recorded here."
    },
    {
      "vendor": "resumly",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2,
      "note": "The homepage renders a simulated product dashboard containing figures such as a reply rate and an applications count. Those illustrate an interface rather than assert an outcome, and are not recorded as claims."
    },
    {
      "vendor": "final-round-ai",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2,
      "note": "The only percentage found was a discount."
    },
    {
      "vendor": "interview-sidekick",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2,
      "note": "Percentages found were discounts and feature descriptions."
    },
    {
      "vendor": "ophyai",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "mixroute",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "lazyapply",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "resume-co",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "applyarc",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "quickresumeai",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "talentprise",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "jobscoutly",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "resumehog",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "earnbetter",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "rolesprint",
      "state": "no-outcome-claim-found",
      "scannedAt": "2026-08-28",
      "pagesRead": 2
    },
    {
      "vendor": "teal",
      "state": "claim-scan-not-verified",
      "scannedAt": "2026-08-28",
      "pagesRead": 0,
      "note": "Our headless client was stopped before the pages rendered. Recorded as unchecked; this says nothing about what Teal publishes."
    },
    {
      "vendor": "jobscan",
      "state": "claim-scan-not-verified",
      "scannedAt": "2026-08-28",
      "pagesRead": 0,
      "note": "A bot wall prevented our client from reading the pages. Jobscan does publish outcome claims — they are recorded in the claims layer from a separate reading — but a complete first-party scan was not possible on this date."
    },
    {
      "vendor": "resume-io",
      "state": "claim-scan-not-verified",
      "scannedAt": "2026-08-28",
      "pagesRead": 0,
      "note": "The pages did not render for our client. Recorded as unchecked."
    }
  ],
  "corrections": [
    {
      "date": "2026-08-27",
      "record": "dataset",
      "field": "denominator",
      "from": "All 42 tracked products treated as the population for market statistics",
      "to": "Statistics divide by the analytical cohort — products that currently satisfy the published inclusion rule",
      "reason": "An audit found the tracked list contained products that are not consumer AI job-search tools, including a general text expander, a compensation reference and an employer-side referral platform. Dividing by that list overstated the market it claimed to describe.",
      "version": "2026-08-27"
    },
    {
      "date": "2026-08-27",
      "record": "sonara",
      "field": "marketStatus",
      "from": "active",
      "to": "status unknown",
      "reason": "sonara.ai did not respond from two independent clients. Published accounts describe a 2024 shutdown, an acquisition and a later relaunch, so the state is recorded as unknown rather than as active or discontinued.",
      "version": "2026-08-27"
    },
    {
      "date": "2026-08-27",
      "record": "interview-warmup",
      "field": "marketStatus",
      "from": "active",
      "to": "in scope, no longer operating at the recorded address",
      "reason": "The recorded URL redirects to a general careers-advice article rather than the Interview Warmup product.",
      "source": "https://grow.google/certificates/interview-warmup/",
      "version": "2026-08-27"
    },
    {
      "date": "2026-08-27",
      "record": "dataset",
      "field": "entry price median",
      "from": "Published on a sample of six products",
      "to": "Withheld below ten observations",
      "reason": "A median over six products is not a market rate. The figure is now suppressed in the exports as well as on the pages, so it cannot be quoted without its sample.",
      "version": "2026-08-27"
    },
    {
      "date": "2026-08-28",
      "record": "articuler",
      "field": "positioning and scope",
      "from": "AI mock interviews, in scope",
      "to": "AI-matched professional introductions, out of scope",
      "reason": "The product was recorded as an interview-preparation tool. Reading it directly found a professional networking platform that matches people by intent. The original classification was wrong, so the record leaves the analytical cohort and stays in the registry universe.",
      "source": "https://www.articuler.ai/",
      "version": "2026-08-28"
    },
    {
      "date": "2026-08-28",
      "record": "earnbetter",
      "field": "positioning and pricing state",
      "from": "Free resume rewriting and job matching; pricing not established",
      "to": "Now part of EarnIn; free, no paid plan found",
      "reason": "The homepage carries an acquisition notice and states the product is free to sign up for. Recorded as active under new ownership rather than discontinued.",
      "source": "https://earnbetter.com/",
      "version": "2026-08-28"
    },
    {
      "date": "2026-08-28",
      "record": "resume-worded",
      "field": "tooling limitation flag",
      "from": "Marked as limited by our own tooling",
      "to": "Flag cleared; no public price found",
      "reason": "The pages rendered in full on the second pass, which turns an absence of evidence into an observation. The flag existed to stop a failed request being published as a vendor fact and is no longer warranted.",
      "source": "https://resumeworded.com/",
      "version": "2026-08-28"
    },
    {
      "date": "2026-08-29",
      "record": "aiapply",
      "field": "pricing state",
      "from": "No public price found",
      "to": "Price published — Premium USD 29/month or USD 144/year, Interview Buddy USD 19/month or USD 99/year",
      "reason": "Our error, not a change by the vendor. The original pass checked /pricing and the homepage navigation only, and AiApply publishes its prices on an answers page we never opened. The detector also matched currency symbols alone, so it could not have recognised \"USD 29/month\" in any case. No archived copy of that page exists, so we cannot date when it appeared and do not record this as a market change. The headline pricing figure moves from 10 of 32 to 9 of 32 as a result.",
      "source": "https://aiapply.co/answers",
      "version": "2026-08-29"
    },
    {
      "date": "2026-08-29",
      "record": "dataset",
      "field": "pricing verification method",
      "from": "Vendor pricing routes and homepage navigation, amounts detected by currency symbol",
      "to": "Help, FAQ and answers surfaces swept as well, amounts detected in any currency format including ISO codes and structured data",
      "reason": "One vendor was found publishing prices on an answers page in a format the detector could not match. The whole active cohort was re-swept under the corrected method; AiApply was the only record it changed.",
      "version": "2026-08-29"
    }
  ]
}