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AI Consensus Fit Review

Veza Digital AI Search Audit Service Fit Review for Executive and Board Reporting

Veza Digital is a good fit for executive and board-facing teams that need a fixed-price, decision-oriented AI search diagnostic.

Research: 2026-09-187 usable platform responsesRead the methodology ↗

Answer Capsule

Veza Digital is a good fit for executive and board-facing teams that need a fixed-price, decision-oriented AI search diagnostic. Four of seven platforms named Veza Digital during ranking discovery, with an average listed rank of 2.0 and a best rank of 1. Its strongest asset is the Comprehensive AI Search Visibility Audit: a $4,500 fixed-price engagement with 30 days of tracking across six AI platforms, competitor benchmarking, raw citation data, a 30-page report, and a 90-day roadmap [1]. The main limitation is independence and depth: the audit is vendor-authored, vendor-delivered, and sold alongside implementation services, with no independent validation of methodology, no multi-quarter history, and no formal governance or risk-register deliverables [1].

Research Snapshot

FieldFinding
Platform mentions in ranking stage4 of 7 platforms (anthropic, google, grok, perplexity)
Share of included platform responses57.1%
Average listed rank2.0
Best listed rank1 (grok)
Relevant product/model/planComprehensive AI Search Visibility Audit with 30-day tracking
Overall use-case fitGood (per openai, anthropic, google, perplexity); strong (grok); mixed (deepseek); uncertain (kimi)
Research date2026-09-18

Why Veza Digital Qualified for This Study

Questions This Section Answers

  • Is Veza Digital a good choice for AI Search Audit Services for Executive and Board Reporting?
  • How many AI platforms recommended Veza Digital for board-facing AI search audits?

Veza Digital qualified because four of the seven included platforms named it during ranking discovery, and every platform that named it placed it in the top three. Grok ranked it first, while anthropic and perplexity ranked it second and google ranked it third [4]. That is a strong showing for a company whose primary business is B2B web design and Webflow development rather than independent research [8].

The qualification rests on a specific, productized offer rather than general reputation. Veza Digital publicly markets an AI Search Visibility Audit with a stated fixed price, a defined delivery window, and named deliverables, which is unusual in a category where many providers publish neither price nor scope [10]. Three platforms that did not name Veza Digital in the ranking stage still evaluated its fit, and their conclusions ranged from mixed to uncertain, which is reflected throughout this review [11].

The Product, Model, Plan, or Service Most Relevant to AI Search Audit Services for Executive and Board Reporting

Questions This Section Answers

  • Which Veza Digital plan should a buyer choose for board-level AI search reporting?
  • What does the $4,500 Veza Digital AI Search Visibility Audit include for executive reporting?

The relevant offer is the Comprehensive AI Search Visibility Audit with 30-day tracking, sometimes listed as the 30-Day AI Search Visibility Audit or simply the AI Search Visibility Audit [13]. Public pages use these names interchangeably, and buyers should confirm the exact scope attached to the name quoted in a proposal.

The stated deliverables are a 30-page branded PDF, an executive summary on page 2 that a CMO can present in 10 minutes, a technical appendix, a 90-day prioritized action plan with expected impact and effort estimates, raw citation data covering all 30 days of tracking, and a 60-minute strategy call with the AEO architect [16]. Coverage is stated as ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, and Copilot [23]. Claude is not listed in the comprehensive audit scope, which matters for buyers whose board reporting requires it [13].

Veza Digital also offers a free AEO audit described as a five-business-day, no-commitment baseline covering six platforms, citation counts, competitive gaps, and a prioritized action plan [25]. That free tier is a reasonable way to test materiality before committing to the paid diagnostic.

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree the Veza Digital audit delivers for executive and board reporting?
  • Does the Veza Digital audit cover recommendation share and citation share across major AI platforms?

Agreement was strong on scope and packaging. Five platforms (openai, anthropic, google, grok, perplexity) independently described the same core structure: a fixed-price audit, roughly six weeks from kickoff, 30 days of continuous tracking, six named AI platforms, competitor benchmarking, and a leadership-oriented report [28].

Platforms also agreed that the 30-day tracking window is a genuine differentiator versus one-time snapshot audits, because it can show whether a position is stable, trending, or anomalous [34]. Several platforms mapped the deliverables directly to the buyer's stated needs: recommendation and citation visibility, competitive position, source intelligence, and prioritized opportunities [32].

Agreement was also consistent on the report's executive orientation. The page-2 executive summary, the technical appendix, and the 90-day roadmap were described across platforms as aligned with leadership presentation and budget justification [35].

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Is the Veza Digital audit independent enough for board-level assurance?
  • Does the Veza Digital audit include Claude coverage and multi-quarter historical trend data?

Fit ratings diverged. Grok rated the fit strong, openai, anthropic, google, and perplexity rated it good, deepseek rated it mixed, and kimi rated it uncertain [37]. Kimi reported finding no verifiable evidence that Veza Digital offers an AI search audit at all, which conflicts directly with the five platforms that retrieved the service page [43]. That conflict is best read as a retrieval failure on kimi's part rather than evidence the service does not exist, but it is disclosed here because it appeared in the inputs.

Independence was the most consistent concern. Anthropic and openai both noted that Veza Digital sells the audit and the follow-on implementation, creating an incentive to recommend expansive remediation [39]. Deepseek and perplexity flagged the absence of independently validated methodology, published SLAs, and formal procurement terms [44].

Uncertainty also surrounds measurement definitions. No platform located a published formula for recommendation share, citation share, source quality, or competitive position, and no platform found a sample board report or KPI schema [38]. Competitor scope is internally inconsistent: the audit page refers to benchmarking across six AI platforms but separately to benchmarking against three competitors [38].

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • Which Veza Digital audit features support board-level competitive position and citation analysis?
  • Does the Veza Digital audit deliver raw data and a prioritized 90-day roadmap?

Recommendation share and competitive position. Veza Digital states that the audit tests whether AI platforms recommend the buyer's brand versus competitors and performs competitor benchmarking across six AI platforms [46]. The public description does not specify a standardized recommendation-share formula, weighting method, or confidence interval [46].

Citation share and source intelligence. The audit claims citation analysis, raw citation data, citation tracking, and identification of which pages and sources are cited, using Ahrefs Brand Radar for citation tracking plus custom prompt testing [46]. Whether source quality, influence, or citation-share normalization are scored consistently is not established publicly [46].

Historical context. The audit includes 30 days of continuous tracking rather than a single snapshot, which can show short-term stability and volatility [46]. Longer baselines, year-over-year comparisons, or archival data before the engagement are not documented [46].

Platform coverage. Stated coverage is ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, and Copilot [47]. Claude is not listed [46].

Methodology and human analysis. Veza Digital claims manual analysis by its AEO team, technical and content audits, entity mapping, custom prompts derived from buyer queries and sales input, and client approval of the prompt set [46]. Independent validation of repeatability was not located [46].

Strategic opportunity prioritization. The 90-day roadmap covers quick wins, structural fixes, content work, and off-site strategy, with expected impact and effort estimates [55]. The scoring model behind those estimates is not published [46].

Material risk reporting. The published scope includes technical, content, competitor, and entity analysis, which can surface visibility gaps and source risks [46]. A distinct risk register, reputational-risk assessment, governance review, or escalation protocol for inaccurate AI answers is not described [46].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does the Veza Digital AI Search Visibility Audit cost, and are there setup or cancellation fees?
  • Is the $4,500 Veza Digital audit fee credited toward the $8,000 per month WAIO engagement?

The comprehensive audit is publicly listed at a fixed price of $4,500, with an approximately six-week timeline from kickoff to delivery [57]. Veza Digital states that the report is owned by the buyer and that there is no lock-in [57].

Follow-on costs are published but optional. A WAIO engagement is stated at $8,000 per month for 12 months, and setup or migrations are stated from $28,000 [63]. The $4,500 audit fee is credited in full toward the first month if the buyer starts a WAIO engagement within 60 days of receiving the audit [65].

Several terms are not public. Payment schedule, refund policy, rescheduling terms, data-retention terms, confidentiality terms, cancellation rights, taxes, and rush fees are not specified in the reviewed sources [57]. Deepseek reported no public pricing at all for the audit, which conflicts with the five platforms that retrieved the $4,500 figure [67]. Veza Digital's own terms of service reserve the right to update or modify services without prior notice, and disclose that AI-assisted tools and AI notetaking may be used in service delivery (official:C3).

Best Suited For

Questions This Section Answers

  • Who gets the most value from the Veza Digital AI Search Visibility Audit for board reporting?
  • Is Veza Digital worth it for a B2B SaaS team building a board business case for AI search investment?

Veza Digital is best suited to B2B organizations that need a board-ready starting point for AI search investment decisions [68]. Marketing, strategy, or communications teams that need competitive citation and recommendation analysis across six named AI platforms are a natural fit [68].

Buyers who value manual interpretation, a fixed public price, raw tracking data, and a prioritized 90-day roadmap will find the packaging unusually concrete for this category [68]. The audit is also positioned as a pre-engagement benchmark, which suits teams that want to test materiality before committing to a larger program [73].

Companies already planning AEO or WAIO implementation and needing diagnostic data to justify and scope that work are the strongest fit, particularly Webflow-based organizations, where Veza Digital's implementation depth is greatest [75].

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Veza Digital for AI Search Audit Services for Executive and Board Reporting?
  • Is Veza Digital suitable for regulated industries that require independent audit assurance?

Organizations requiring multi-quarter historical reporting or statistically validated market-share measurement should look elsewhere, because the audit covers 30 days and publishes no confidence measures [76]. Buyers seeking a self-service analytics platform rather than a project-based audit are also a poor match [76].

Procurement teams requiring publicly documented SLAs, data-processing terms, security attestations, or detailed cancellation and payment terms will not find them in the reviewed public materials [76]. No platform located SOC 2, ISO 27001, or NIST AIRMF alignment for this service [77].

Boards that require vendor independence from potential implementation work should weigh the conflict carefully, since Veza Digital sells both the audit and the remediation [77]. Highly regulated industries where audit independence is mandatory are explicitly flagged as a weak fit by anthropic [77].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Veza Digital for a buyer who needs a cheaper AI search audit?
  • When should a buyer choose a monitoring platform or independent research firm instead of Veza Digital?

Choose a self-service monitoring platform when the buyer needs recurring monthly or quarterly dashboards, larger prompt volumes, multi-quarter history, and internal ownership of measurement [80]. Choose an independent research or analytics provider when board reporting requires neutral assurance, documented sampling methodology, reproducibility, or formal confidence measures [80].

If budget is the constraint, kimi surfaced lower-cost alternatives: Mihir Naik at a stated $3,000 fixed price, TriRank at a stated $399 one-time with a refund guarantee, and MonitorAEO at stated $29–$79 tiers [82]. Indexable AI was described as a 14-day enterprise diagnostic, Presenc AI as a six-factor GEO scorecard with competitor benchmarking, RankBee as audits with virtual-user probes, and Logarithmic as an 18–24 page report with a 30-day remediation plan [85]. These are platform-reported competitor descriptions, not independently verified comparisons.

Consider another agency or specialist if Claude coverage, enterprise security documentation, formal governance reporting, or multi-market measurement is mandatory [80]. Buyers who want to test materiality first can use Veza Digital's free AEO audit before purchasing the $4,500 diagnostic [89].

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with Veza Digital before signing a contract for the AI Search Visibility Audit?

  • How many competitors and prompts are included in the $4,500 Veza Digital audit?

  • What exact formulas define recommendation share, citation share, competitive position, source quality, and trend or volatility? [91]

  • How many prompts, competitors, markets, brands, and URLs are included, and is the competitor limit three or another number? [91]

  • Is Claude included, and what exact model, region, personalization, and search-grounding conditions are used for each platform? [91]

  • What raw fields are delivered, including timestamps, prompt text, complete responses, citations, source URLs, engine, and competitor results? [91]

  • How are unstable, personalized, non-citable, or unavailable AI responses handled? [91]

  • Can Veza provide a board-specific one-page dashboard, risk register, or presentation deck in addition to the 30-page report? [91]

  • What historical data, if any, exists before kickoff, and can the buyer purchase ongoing tracking after the initial 30-day period? [91]

  • What payment schedule, refund policy, confidentiality terms, data-retention practices, subcontractors, and security controls apply? [91]

  • Is the $4,500 fully credited toward WAIO only within 60 days, and are there exclusions or minimum contract terms? [96]

  • What evidence supports the manual methodology's repeatability and the expected-impact estimates in the 90-day roadmap? [91]

Final AI Consensus Verdict

Good fit, with verification conditions. Veza Digital's Comprehensive AI Search Visibility Audit is unusually aligned with executive reporting because it combines a fixed public price, six-platform coverage, 30-day tracking, competitor and citation analysis, raw data, a leadership-oriented report, and a prioritized 90-day roadmap [98]. Four of seven platforms named it in the ranking stage, and grok rated the fit strong [102].

It should be purchased with verification of measurement definitions, competitor scope, Claude coverage, historical limitations, independence, and commercial terms [98]. It is not the strongest choice where the buyer needs independently assured metrics, long-term trend reporting, formal governance or risk-register deliverables, or a recurring enterprise analytics platform [98]. AI-platform agreement on scope does not prove product quality; it reflects consistent public descriptions of the same vendor-authored pages.

How This Review Was Produced

This review was produced from a structured multi-platform research run dated 2026-09-18. Seven platforms evaluated Veza Digital's fit for AI Search Audit Services for Executive and Board Reporting: openai, anthropic, google, grok, perplexity, deepseek, and kimi. Four of those platforms named Veza Digital during ranking discovery, and all seven supplied fit assessments, pricing notes, limitations, and verification questions.

Platforms retrieved company-owned pages from vezadigital.com plus a small number of independent sources, including a Clutch profile and a HarperFlow visibility profile [105]. Company-owned citations materially outnumber independent citations in this evidence set, so most product claims here are vendor claims rather than independently verified facts. The two internal links in this article point to the consensus index for this category and to the broader category directory.

Methodology Limitations

Several limitations apply. Company-owned citations materially outnumber independent citations, so product claims should be treated as vendor-reported unless a platform explicitly labeled them otherwise [107]. No independent validation of the audit's accuracy, repeatability, or customer outcomes was located [107].

Platform-reported research dates differ from the authoritative run date: deepseek reported 2026-06-11 while the run date is 2026-09-18, and deepseek also ran without search enabled, which may explain its finding of no public pricing [110]. Platform-reported dates are provenance metadata and do not independently prove freshness.

Kimi reported no verifiable evidence that the service exists, which conflicts with five platforms that retrieved the service page; this is disclosed rather than resolved [111]. Competitor scope is internally inconsistent on Veza Digital's own pages, and the number of competitors should be confirmed [107]. The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Pricing and terms published by Veza Digital may change and should be confirmed in a proposal [107].

Explore more ai search audits market intelligence guidance in the category directory.

Sources

Company-Owned Sources

  • AI Search Audit | GEO Audit for Enterprise Brands — 14-Day Diagnostic | Indexable AI: https://indexableai.com/ai-search-audit/
  • AI Visibility Audit Service | Presenc AI: https://presenc.ai/use-cases/ai-visibility-audit-service
  • AI Visibility Audits — GAIO Deficit Reports | RankBee: https://rankbee.ai/audits
  • AEO / AI Visibility Audit — $399 one-time | TriRank - AI Search Visibility: https://trirankai.com/audit
  • AI Search Visibility Audit ($3,000) | Mihir Naik: https://www.mihirnaik.com/services/ai-search-visibility-audit
  • Audit — AI visibility diagnostic | monitoraeo: https://www.monitoraeo.com/product/audit
  • Veza Digital — AI Search Visibility Audit: https://www.vezadigital.com
  • About Veza Digital | B2B Webflow Agency and Enterprise Partner: https://www.vezadigital.com/about-us
  • AI search visibility - Veza Digital: https://www.vezadigital.com/ai-search-visibility
  • Best LLM Optimization Tools 2026 - Veza Digital: https://www.vezadigital.com/post/best-llm-optimization-tools-2026
  • Free AEO Audit: AI Search Visibility Check: https://www.vezadigital.com/services/aeo-audit
  • Answer Engine Optimization (AEO) & GEO Agency: https://www.vezadigital.com/services/answer-engine-optimization
  • Free AEO Audit: AI Search Visibility Check - Veza Digital: https://www.vezadigital.com/services/free-aeo-audit
  • Official pricing and terms source: https://www.vezadigital.com/work-with-veza
  • Official pricing and terms source: https://www.vezadigital.com/legal/terms-of-service
  • Additional AI research evidence112 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:28-22
    3. AI research evidence record anthropic:1-1
    4. AI research evidence record grok:web:2
    5. AI research evidence record anthropic:1-1
    6. AI research evidence record perplexity:c1
    7. AI research evidence record google:1.1.1
    8. AI research evidence record anthropic:22-8
    9. AI research evidence record anthropic:22-9
    10. AI research evidence record openai:c1
    11. AI research evidence record deepseek:c1
    12. AI research evidence record kimi:vezadigital-unclear-1
    13. AI research evidence record openai:c1
    14. AI research evidence record anthropic:38-1
    15. AI research evidence record perplexity:c1
    16. AI research evidence record anthropic:28-1
    17. AI research evidence record anthropic:28-2
    18. AI research evidence record anthropic:28-5
    19. AI research evidence record anthropic:38-8
    20. AI research evidence record anthropic:38-9
    21. AI research evidence record anthropic:38-11
    22. AI research evidence record anthropic:38-15
    23. AI research evidence record openai:c2
    24. AI research evidence record anthropic:1-1
    25. AI research evidence record openai:c3
    26. AI research evidence record perplexity:c2
    27. AI research evidence record google:1.1.2
    28. AI research evidence record openai:c1
    29. AI research evidence record anthropic:1-7
    30. AI research evidence record anthropic:1-22
    31. AI research evidence record google:1.1.1
    32. AI research evidence record grok:web:2
    33. AI research evidence record perplexity:c1
    34. AI research evidence record anthropic:28-21
    35. AI research evidence record anthropic:28-2
    36. AI research evidence record anthropic:28-5
    37. AI research evidence record grok:web:2
    38. AI research evidence record openai:c1
    39. AI research evidence record anthropic:1-1
    40. AI research evidence record google:1.1.1
    41. AI research evidence record perplexity:c1
    42. AI research evidence record deepseek:c1
    43. AI research evidence record kimi:vezadigital-unclear-1
    44. AI research evidence record deepseek:c2
    45. AI research evidence record anthropic:1-14
    46. AI research evidence record openai:c1
    47. AI research evidence record openai:c2
    48. AI research evidence record anthropic:28-21
    49. AI research evidence record deepseek:c1
    50. AI research evidence record anthropic:1-1
    51. AI research evidence record perplexity:c1
    52. AI research evidence record anthropic:1-15
    53. AI research evidence record anthropic:38-6
    54. AI research evidence record deepseek:c2
    55. AI research evidence record anthropic:38-8
    56. AI research evidence record anthropic:38-9
    57. AI research evidence record openai:c1
    58. AI research evidence record anthropic:28-22
    59. AI research evidence record perplexity:c1
    60. AI research evidence record google:1.1.1
    61. AI research evidence record grok:web:2
    62. AI research evidence record anthropic:28-20
    63. AI research evidence record anthropic:29-7
    64. AI research evidence record anthropic:29-8
    65. AI research evidence record anthropic:28-26
    66. AI research evidence record anthropic:1-1
    67. AI research evidence record deepseek:c1
    68. AI research evidence record openai:c1
    69. AI research evidence record anthropic:1-1
    70. AI research evidence record grok:web:2
    71. AI research evidence record perplexity:c1
    72. AI research evidence record google:1.1.1
    73. AI research evidence record perplexity:c9
    74. AI research evidence record openai:c3
    75. AI research evidence record anthropic:30-15
    76. AI research evidence record openai:c1
    77. AI research evidence record anthropic:1-1
    78. AI research evidence record google:1.1.1
    79. AI research evidence record perplexity:c1
    80. AI research evidence record openai:c1
    81. AI research evidence record anthropic:1-1
    82. AI research evidence record kimi:mihirnaik-1
    83. AI research evidence record kimi:trirank-1
    84. AI research evidence record kimi:monitoraeo-1
    85. AI research evidence record kimi:indexableai-1
    86. AI research evidence record kimi:presencai-1
    87. AI research evidence record kimi:rankbee-1
    88. AI research evidence record kimi:logarithmic-1
    89. AI research evidence record openai:c3
    90. AI research evidence record google:1.1.2
    91. AI research evidence record openai:c1
    92. AI research evidence record anthropic:1-14
    93. AI research evidence record anthropic:38-11
    94. AI research evidence record anthropic:1-1
    95. AI research evidence record perplexity:c1
    96. AI research evidence record anthropic:28-26
    97. AI research evidence record anthropic:38-9
    98. AI research evidence record openai:c1
    99. AI research evidence record anthropic:28-22
    100. AI research evidence record perplexity:c1
    101. AI research evidence record google:1.1.1
    102. AI research evidence record grok:web:2
    103. AI research evidence record anthropic:1-1
    104. AI research evidence record deepseek:c1
    105. AI research evidence record anthropic:44-7
    106. AI research evidence record perplexity:c6
    107. AI research evidence record openai:c1
    108. AI research evidence record anthropic:1-1
    109. AI research evidence record deepseek:c2
    110. AI research evidence record deepseek:c1
    111. AI research evidence record kimi:vezadigital-unclear-1
    112. AI research evidence record anthropic:1-14

Independent Sources

  • Veza Digital Reviews (45), Pricing, Services & Verified Ratings: https://clutch.co/profile/veza-digital
  • Web search for Veza Digital AI Search Visibility Audit (no independent corroboration located: https://www.google.com/search?q=Veza+Digital+AI+Search+Visibility+Audit
  • Veza Digital — AI Visibility Profile (85/100) | HarperFlow: https://www.harperflow.io/webflow-agencies/veza-digital
  • Additional AI research evidence112 records
    1. AI research evidence record openai:c1
    2. AI research evidence record anthropic:28-22
    3. AI research evidence record anthropic:1-1
    4. AI research evidence record grok:web:2
    5. AI research evidence record anthropic:1-1
    6. AI research evidence record perplexity:c1
    7. AI research evidence record google:1.1.1
    8. AI research evidence record anthropic:22-8
    9. AI research evidence record anthropic:22-9
    10. AI research evidence record openai:c1
    11. AI research evidence record deepseek:c1
    12. AI research evidence record kimi:vezadigital-unclear-1
    13. AI research evidence record openai:c1
    14. AI research evidence record anthropic:38-1
    15. AI research evidence record perplexity:c1
    16. AI research evidence record anthropic:28-1
    17. AI research evidence record anthropic:28-2
    18. AI research evidence record anthropic:28-5
    19. AI research evidence record anthropic:38-8
    20. AI research evidence record anthropic:38-9
    21. AI research evidence record anthropic:38-11
    22. AI research evidence record anthropic:38-15
    23. AI research evidence record openai:c2
    24. AI research evidence record anthropic:1-1
    25. AI research evidence record openai:c3
    26. AI research evidence record perplexity:c2
    27. AI research evidence record google:1.1.2
    28. AI research evidence record openai:c1
    29. AI research evidence record anthropic:1-7
    30. AI research evidence record anthropic:1-22
    31. AI research evidence record google:1.1.1
    32. AI research evidence record grok:web:2
    33. AI research evidence record perplexity:c1
    34. AI research evidence record anthropic:28-21
    35. AI research evidence record anthropic:28-2
    36. AI research evidence record anthropic:28-5
    37. AI research evidence record grok:web:2
    38. AI research evidence record openai:c1
    39. AI research evidence record anthropic:1-1
    40. AI research evidence record google:1.1.1
    41. AI research evidence record perplexity:c1
    42. AI research evidence record deepseek:c1
    43. AI research evidence record kimi:vezadigital-unclear-1
    44. AI research evidence record deepseek:c2
    45. AI research evidence record anthropic:1-14
    46. AI research evidence record openai:c1
    47. AI research evidence record openai:c2
    48. AI research evidence record anthropic:28-21
    49. AI research evidence record deepseek:c1
    50. AI research evidence record anthropic:1-1
    51. AI research evidence record perplexity:c1
    52. AI research evidence record anthropic:1-15
    53. AI research evidence record anthropic:38-6
    54. AI research evidence record deepseek:c2
    55. AI research evidence record anthropic:38-8
    56. AI research evidence record anthropic:38-9
    57. AI research evidence record openai:c1
    58. AI research evidence record anthropic:28-22
    59. AI research evidence record perplexity:c1
    60. AI research evidence record google:1.1.1
    61. AI research evidence record grok:web:2
    62. AI research evidence record anthropic:28-20
    63. AI research evidence record anthropic:29-7
    64. AI research evidence record anthropic:29-8
    65. AI research evidence record anthropic:28-26
    66. AI research evidence record anthropic:1-1
    67. AI research evidence record deepseek:c1
    68. AI research evidence record openai:c1
    69. AI research evidence record anthropic:1-1
    70. AI research evidence record grok:web:2
    71. AI research evidence record perplexity:c1
    72. AI research evidence record google:1.1.1
    73. AI research evidence record perplexity:c9
    74. AI research evidence record openai:c3
    75. AI research evidence record anthropic:30-15
    76. AI research evidence record openai:c1
    77. AI research evidence record anthropic:1-1
    78. AI research evidence record google:1.1.1
    79. AI research evidence record perplexity:c1
    80. AI research evidence record openai:c1
    81. AI research evidence record anthropic:1-1
    82. AI research evidence record kimi:mihirnaik-1
    83. AI research evidence record kimi:trirank-1
    84. AI research evidence record kimi:monitoraeo-1
    85. AI research evidence record kimi:indexableai-1
    86. AI research evidence record kimi:presencai-1
    87. AI research evidence record kimi:rankbee-1
    88. AI research evidence record kimi:logarithmic-1
    89. AI research evidence record openai:c3
    90. AI research evidence record google:1.1.2
    91. AI research evidence record openai:c1
    92. AI research evidence record anthropic:1-14
    93. AI research evidence record anthropic:38-11
    94. AI research evidence record anthropic:1-1
    95. AI research evidence record perplexity:c1
    96. AI research evidence record anthropic:28-26
    97. AI research evidence record anthropic:38-9
    98. AI research evidence record openai:c1
    99. AI research evidence record anthropic:28-22
    100. AI research evidence record perplexity:c1
    101. AI research evidence record google:1.1.1
    102. AI research evidence record grok:web:2
    103. AI research evidence record anthropic:1-1
    104. AI research evidence record deepseek:c1
    105. AI research evidence record anthropic:44-7
    106. AI research evidence record perplexity:c6
    107. AI research evidence record openai:c1
    108. AI research evidence record anthropic:1-1
    109. AI research evidence record deepseek:c2
    110. AI research evidence record deepseek:c1
    111. AI research evidence record kimi:vezadigital-unclear-1
    112. AI research evidence record anthropic:1-14

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Study date
September 18, 2026
Platforms analyzed
7
Source records
20
Ranking mentions
4 of 7
Platform share
57%
Final consensus rank
#1

Research trail and source mix

Configured platforms

openai, anthropic, deepseek, grok, perplexity, kimi, google

Source mix

3 independent · 17 company-owned

Evidence support

12 direct · 5 partial

Important limitation

Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.

Source snapshot SHA-256 441be1a4d16ededcd665cc2411cbe1decdb4d4e78854d9cba8795a9e0676cd78