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AI Consensus Fit Review

Astiva AI AI Search Agency Fit Review for AI Visibility Audits

Astiva AI is a mixed-to-good fit for AI search agencies running AI visibility audits, but not an unqualified one.

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

Answer Capsule

Astiva AI is a mixed-to-good fit for AI search agencies running AI visibility audits, but not an unqualified one. Two of seven platforms named Astiva AI during ranking discovery (deepseek and kimi), both at rank 1, giving it a 28.6% share of included platform responses. The strongest reason to consider it is a low-cost, citation-focused audit stack: Starter at $99/month covers citation gaps, competitor benchmarking, and prompt history, while Growth at $249/month adds native GA4 revenue attribution. The main limitation is a material conflict between Astiva's own product and pricing pages over how many AI platforms each paid tier actually includes, plus white-label reporting listed as Enterprise-only.

Research Snapshot

FieldFinding
Platform mentions in ranking stage2 of 7 platforms (deepseek, kimi)
Share of included platform responses28.6% (2 of 7)
Average listed rank1.0
Best listed rank1
Relevant product/model/planStarter Plan ($99/month) for citation-suite audits; Growth Plan ($249/month) for GA4 attribution and broader capacity
Overall use-case fitMixed across platforms: grok "strong," anthropic/google/perplexity "good," openai "mixed," deepseek/kimi "uncertain"
Research date2026-09-18

Why Astiva AI Qualified for This Study

Questions This Section Answers

  • Is Astiva AI a legitimate candidate for AI Search Agencies for AI Visibility Audits, or was it only a ranking-stage artifact?
  • How many AI platforms actually named Astiva AI when asked to recommend AI visibility audit providers?

Astiva AI qualified because two platforms named it during ranking discovery, and both placed it first. DeepSeek and Kimi each listed Astiva AI at rank 1, producing an average listed rank of 1.0 and a 28.6% share of the seven included platform responses. That is a narrow mention base: five of seven platforms did not name Astiva AI in the ranking stage at all.

The qualification is also contested. Kimi's fit research states that Astiva AI's "very existence and operational status are unverified" and that the recommended plans and prices "appear to be synthetic ranking-stage outputs, not sourced from company materials" [1]. Every other platform that evaluated Astiva AI did locate company-owned product and pricing pages, and the deterministic evidence audit retrieved official-page excerpts from astiva.ai/product and astiva.ai/pricing (official:C1, official:C2). Buyers should treat the existence question as a Kimi-specific finding rather than a consensus position, but it is a disclosed conflict, not a resolved one.

Astiva AI is a software platform, not a staffed agency. Multiple platforms flagged this: OpenAI noted the service "is a software platform, not clearly a staffed agency delivering audits, strategy, implementation, or client presentations" [2], and Google described it as "fundamentally a software tool rather than a professional services firm" [3]. It qualifies for this study as audit tooling that agencies use to deliver AI visibility audits, not as a done-for-you audit provider.

The Product, Model, Plan, or Service Most Relevant to AI Search Agencies for AI Visibility Audits

Questions This Section Answers

  • Which Astiva AI plan should an agency choose for an AI visibility audit that needs citation tracking versus GA4 revenue attribution?
  • Does Astiva AI's Starter Plan include the full citation suite an agency needs for client audits?

The most relevant plans are Starter at $99/month and Growth at $249/month. Starter is the minimum plausible tier for citation-focused audits; Growth is the tier that adds GA4 revenue attribution and greater monitoring capacity [4].

Astiva AI's own product page describes a four-stage workflow — Detect, Diagnose, Displace, Prove — with plan gates: competitive intelligence and citation gap analysis start at Starter ($99/month), citation-ready content generation starts at Starter (5 pieces/month), GA4 revenue attribution starts at Growth ($249/month), and white-label reports plus SSO/SAML are Enterprise-only (official:C1). The pricing page confirms the same tier ladder: Lite $29/month, Starter $99/month, Growth $249/month, Pro $499/month, Enterprise custom (official:C2).

For an agency audit deliverable, the practical split is: Starter if the client needs citation gaps, competitor benchmarking, and prompt history; Growth if the client needs AI-citation-to-revenue attribution. Perplexity framed it the same way — "Growth is the better fit if GA4 attribution is required, while Starter appears sufficient for the citation suite" [6].

Google additionally reported dedicated agency plans: an Agency Solo/Entry tier at $199/month covering 3 brands with 100% white-label reports, and an Agency Practice tier at $799/month covering 15 brands [8]. This conflicts with the Enterprise-only white-label gate on the product page (official:C1). Buyers should verify which is current.

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree Astiva AI does well for AI visibility audits?
  • Is Astiva AI's citation-gap and competitor benchmarking capability consistently reported across platforms?

Platforms broadly agreed on four capabilities, though the agreement rests mostly on company-owned pages.

Citation tracking and gap analysis. OpenAI, Anthropic, Grok, Perplexity, and Google all reported citation-gap functionality. OpenAI described citation gaps as identifying "prompts where competitors are cited and the buyer's brand is not" [9]. Perplexity reported that "Starter is described as including a full citation suite with alerts, gaps, trends, and overlaps" [10].

Competitor benchmarking. Anthropic reported competitor tracking on every plan with quotas of 3 (Lite), 5 (Starter), 10 per brand (Growth), 15 per brand (Pro), and unlimited on Enterprise [12]. Google reported prompt-level competitor comparisons and a Citation Authority Score [14].

Prompt tracking with tiered volume. Anthropic reported 15 prompts on Lite, 25 on Starter, 100 on Growth, and 300 on Pro, with bulk CSV upload and AI-assisted prompt generation [15]. Perplexity reported the same Starter and Growth figures [10].

Low entry pricing. OpenAI, Anthropic, Grok, Perplexity, Google, and DeepSeek all reported Starter at $99/month and Growth at $249/month [17]. This is the most consistent finding in the study, and it is also entirely company-published pricing.

Agreement here reflects repeated citation of the same vendor pages, not independent verification. The evidence audit notes that company-owned citations materially outnumber independent citations (17 owned versus 11 independent), and no platform located an independent accuracy benchmark for prompt sampling, sentiment scoring, citation extraction, or GA4 attribution.

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Why do AI platforms disagree about how many AI platforms Astiva AI includes on Starter and Growth?
  • Is Astiva AI's platform coverage claim of 10 platforms reliable for an agency audit scope?

The largest disagreement is internal to Astiva AI's own materials, and platforms reported it differently.

OpenAI stated the conflict plainly: "The product page says every paid plan includes all 10 AI platforms, while the pricing page lists only 3, 5, and 7 platforms for Starter, Growth, and Pro respectively" [22]. The retrieved official excerpts show both claims: the product page says "Every paid plan includes all 10 with no add-on fees and no platform lock-in" (official:C1), while the pricing page's budget guidance describes Lite as "3 AI platforms" and Starter as tracking 1 brand with 25 prompts (official:C2).

Anthropic reported a third version: 9–10 platforms depending on whether Mistral is included, with Growth limited to 5 platforms and Pro required for 7 [24]. Perplexity reported Starter at 3 platforms and Growth at 5, with a comparison page saying Growth includes Claude and Grok [25]. Google reported a catalog model where users "must choose 5 active engines out of the 10 catalog options on the Growth plan" [27].

Fit ratings diverged sharply. Grok rated Astiva AI "strong" [29]. Anthropic, Google, and Perplexity rated it "good" [24]. OpenAI rated it "mixed" [22]. DeepSeek and Kimi rated it "uncertain" [30]. DeepSeek's research ran without search enabled and on a different date (2026-06-01), which limits its weight.

Other unresolved items: SOC 2 Type II status (Anthropic reported the audit "in progress, not yet completed" as of its sources; current status unconfirmed), the exact GA4 integration mechanism, whether annual prices after the stated 20% discount are itemized by plan, and whether Astiva AI provides human-delivered audit interpretation or client-facing consulting at all [32].

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • Does Astiva AI cover the audit criteria an agency needs, including prompt tracking, citation tracking, competitor benchmarking, and historical trends?
  • How does Astiva AI's Growth Plan handle GA4 attribution for AI citations?

Mapped against the seven audit criteria in this study, the platform-reported picture is:

CriterionAssessmentReported detail
Multi-platform coverageUnclearProduct page claims 10 platforms on every paid plan; pricing page lists 3/5/7 for Starter/Growth/Pro
Prompt trackingAdvantageDaily automated queries, custom prompts, bulk CSV upload, 24-hour refresh; 25 prompts on Starter, 100 on Growth
Recommendation and mention measurementAdvantage / unclear7 AISO metrics including Visibility %, Share of Voice, Average Position, Sentiment, First Mention Rate, Mention Frequency, Sentiment Volatility; Perplexity could not verify a dedicated mention module by that name
Citation trackingAdvantageCitation alerts, gaps, trends, overlaps, domain authority scoring; full suite from Starter
Competitor benchmarkingAdvantageHead-to-head benchmarking, competitor discovery, 5 competitors on Starter, 10 per brand on Growth
Historical trend reportingAdvantageStarter: 90-day prompt history, 6-month retention; Growth: 90-day history, 12-month retention; Pro: 365-day history, 18-month retention
Executive-ready dashboardsNeutralVisibility Score, sentiment comparison, Slack on Growth, custom branded reports on Pro; white-label listed Enterprise-only

Two capability claims deserve separate scrutiny. First, brand normalization: Anthropic reported 97.9% normalization accuracy recognizing "Astiva AI," "Astiva," and "astiva.ai" as the same entity [33]. This is a company-published figure with no independent validation located. Second, GA4 attribution: the product page describes native GA4 integration tying AI citations to traffic, signups, pipeline, and revenue per platform, included on Growth at $249/month with no third-party connector (official:C1). Anthropic noted the exact mechanism — API key, Google Workspace integration, or manual sync — is not detailed in public sources [34].

A structural caveat applies to any attribution audit: Perplexity is described as the platform where citations most reliably drive trackable referral traffic, while ChatGPT mentions may not [35]. Independent coverage of platform citation differences notes Perplexity uses numbered inline citations, ChatGPT links to source URLs, and Google AI Overviews reference pages within the summary [36]. An audit that reports a single blended attribution number across platforms may overstate what is measurable.

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Astiva AI cost per month for an agency audit, and are there setup or cancellation fees?
  • Are Astiva AI's launch prices temporary, and what price applies after the first three months?

Published list prices are consistent across six platforms: Lite $29/month, Starter $99/month, Growth $249/month, Pro $499/month, Enterprise custom [37]. Google additionally reported agency tiers at $199/month (3 brands, white-label) and $799/month (15 brands) [43].

Promotional pricing is where the record gets messy. The pricing page advertises launch prices of $20, $69, $174, and $349 for Lite, Starter, Growth, and Pro respectively, plus 30% off the first three months (official:C2). OpenAI noted the exact annual prices after the stated 20% discount are not itemized by plan [37]. Whether launch pricing is temporary and what applies afterward is a verification item, not a settled fact.

Contract terms are reported inconsistently. OpenAI reported a 14-day trial with cancellation before day 14 avoiding payment, monthly plans cancellable anytime without penalty, annual plans billed upfront and cancellable at renewal, and a 30-day money-back guarantee [37]. The retrieved pricing page instead describes a 7-day free trial on Lite, Starter, and Agency Solo, with PayPal payment collected at signup and no charge if cancelled before day 7, plus a 30-day money-back guarantee after billing starts (official:C2). Google flagged the same discrepancy: "Some third-party listings mention a standard 7-day free trial, whereas Astiva AI's terms of service document a 14-day free trial on paid plans" [41]. Perplexity found no clearly verified annual commitment, cancellation policy, SLA, or minimum term in the sources it checked [44].

No platform reported setup fees. Anthropic reported no platform add-on fees and no third-party GA4 connector fees [45]. Perplexity reported potential overage, seat, or add-on fees as unclear [40]. Anthropic separately reported no seat fees and unlimited users on all plans [46], while OpenAI reported 5 team members on Growth [37] — another unresolved conflict.

Best Suited For

Questions This Section Answers

  • Who gets the most value from Astiva AI for AI visibility audits at the Starter or Growth price point?

Astiva AI is best suited to small and mid-sized agencies, consultants, and in-house teams that need structured, low-cost AI visibility monitoring and can validate platform coverage before purchase.

Specifically: agencies auditing several brands that need prompt tracking, historical trends, and GA4-based outcome reporting [47]; teams with sub-$500/month budgets that require GA4 revenue attribution and published methodology [48]; and organizations validating AI visibility impact before scaling, using the free tier or trial [49]. Google's assessment adds agencies that want to package and resell white-labeled AI visibility audits, contingent on the agency-tier pricing being current [50].

The methodology transparency point is a genuine audit-workflow advantage: Anthropic reported that Astiva publishes full methodology including 7 AISO metric definitions, query sampling cadence, normalization accuracy definition, sentiment scoring logic, and freshness schedule, with every metric having a defined formula [51]. For an agency that must explain numbers to a client without a vendor on the call, that matters.

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Astiva AI for AI Search Agencies for AI Visibility Audits?

Four buyer profiles should look elsewhere or proceed with heavy verification.

Agencies that require confirmed access to all listed AI platforms on Starter or Growth. The platform-count conflict is unresolved, and OpenAI explicitly listed this as a disqualifier [52].

Agencies needing white-label executive reports without an Enterprise contract. White-label reports and SSO/SAML are listed Enterprise-only on the product page (official:C1), though Google reported white-label at the $199/month agency tier [53]. Until that is reconciled, treat white-label as unconfirmed below Enterprise.

Agencies whose primary deliverable is finished content. Astiva AI "explicitly focuses on competitive intelligence and visibility tracking, not scalable content generation" [54]. Growth includes 10 citation-ready content pieces per month — insufficient for content production as a service line (official:C1).

Enterprises with strict compliance or reference-customer procurement requirements. Anthropic reported the SOC 2 Type II audit as in progress rather than completed, and no named Fortune 500 customer references were located in public sources [55].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Astiva AI for an agency that needs verified multi-platform coverage or white-label client workspaces?
  • When is a done-for-you audit provider a better choice than Astiva AI's software?

Kimi's research surfaced named alternatives with published feature and price points, though these are vendor-published claims from those vendors, not independent tests.

For verified multi-platform coverage: SE Visible is reported to track ChatGPT, Gemini, AI Mode, Perplexity, and AI Overview, with 200 prompts on Basic at $99 and 450 prompts on Core [57]. For agency workflow with white-label and client workspaces: Appearly is reported at $49–$449/month with 6 AI engines, citation tracking, competitor benchmarking, and white-label reports [58]; Peec AI is reported to offer client seats, API access, Looker Studio, CSV exports, and daily tracking with no per-seat fees [59]. For daily tracking via real API calls: optiseo is reported at $63–$119/month with annual billing [60].

For a one-time audit without a subscription: VisibAI is reported at €29 one-off for a Starter audit with PDF report and fix list [61], and TriRank at $399 one-time, with a $999/month done-for-you tier and a full refund if no actionable opportunities are found [62]. Presenc AI is reported to offer a six-factor GEO score across 7 AI platforms, competitor benchmark, citation gap analysis, technical RAG audit, and a board-ready executive summary [63].

OpenAI's alternative guidance was structural rather than vendor-specific: choose a managed AI-search consultancy when the buyer needs human-led audit interpretation, content implementation, digital PR, or ongoing client strategy rather than monitoring software [64]. Google made the same point — buyers expecting human-led execution and consulting will need to pair Astiva's software with internal staff or traditional marketing services [65].

Questions to Verify Before Buying

Questions This Section Answers

  • What should an agency confirm with Astiva AI before signing a contract for AI visibility audits?

The platform-reported verification lists converge on a small set of unresolved items. Confirm these before purchase:

  1. Which exact AI platforms are enabled on Starter and Growth today — 3, 5, 7, or all 10 [66]?
  2. Are Google AI Mode, Google AI Overview, Meta AI, DeepSeek, Mistral, and Grok available on the selected plan or Enterprise-only [66]?
  3. Is the trial 7 days or 14 days, and does monthly cancellation take effect immediately or at period end [67]?
  4. Are launch prices temporary, and what price applies after the first three months (official:C2)?
  5. Are reports white-labelable on Growth or Pro, or strictly Enterprise-only — and is the $199/month agency tier current [69]?
  6. How does GA4 attribution identify AI-originated sessions, and what happens when a platform does not expose referral data [70]?
  7. What are the formal limits for API access, data retention, concurrent client workspaces, and additional brands [66]?
  8. What is the current SOC 2 Type II status as of the study date [71]?
  9. Can the vendor provide named customer references or case studies in the U.S. market [72]?
  10. What support, onboarding, service-level commitments, and audit assistance are included for agencies [66]?

Final AI Consensus Verdict

Astiva AI is a mixed-to-good fit for AI search agencies running AI visibility audits, with the qualification driven by unresolved vendor-page conflicts rather than by any platform finding the product unsuitable in principle.

The case for it: two platforms named it at rank 1, six platforms confirmed the $99/$249 tier structure, and the reported feature set maps directly to the audit criteria — citation gaps, competitor benchmarking, prompt tracking, historical trends, and GA4 attribution on Growth. The published methodology is a real asset for audit credibility.

The case against an unqualified recommendation: the platform-count conflict between Astiva's own product and pricing pages is unresolved and directly affects audit scope; white-label reporting is gated to Enterprise on one page and to a $199/month agency tier on another; trial length is reported as both 7 and 14 days; SOC 2 Type II is reported as in progress; and no independent validation of measurement accuracy was located by any platform. Kimi went further and could not verify the company's existence at all.

Fit ratings across the seven platforms were: strong (grok), good (anthropic, google, perplexity), mixed (openai), and uncertain (deepseek, kimi). That spread is the honest summary. Astiva AI is worth shortlisting for a citation-focused audit at the Starter or Growth price point, provided the buyer verifies platform coverage, white-label entitlements, trial terms, and GA4 attribution mechanics in writing before committing.

How This Review Was Produced

This review synthesizes fit-research responses from seven AI platforms — OpenAI, Anthropic, Google, Grok, Perplexity, DeepSeek, and Kimi — each asked to evaluate Astiva AI against the criteria for AI Search Agencies for AI Visibility Audits. The study date is 2026-09-18. Two platforms (deepseek and kimi) named Astiva AI during ranking discovery; all seven evaluated fit.

Platform-reported research dates were 2026-09-18 for six platforms and 2026-06-01 for DeepSeek. DeepSeek's research ran with search disabled, which limits the weight of its findings. All platform responses carry a verification status of platform_reported_not_independently_verified.

The consensus index for this category is AI Search Agencies for AI Visibility Audits, which tracks how each provider in this study was ranked and rated.

This review sits within the broader ai search geo agencies directory, which covers providers across the category.

Methodology Limitations

Several limitations constrain how much weight this review can carry.

Company-owned evidence dominates. Of the 28 deduplicated sources, 17 are company-owned and 11 are independent. Most capability claims trace to Astiva AI's own product, pricing, and comparison pages. Company claims are labeled as such throughout and should not be read as independently verified.

Platform-reported dates differ from the study date. DeepSeek's research is dated 2026-06-01, roughly three and a half months before the 2026-09-18 study date. Platform-reported dates are provenance metadata and do not independently prove freshness.

Ranking mentions are narrow. Only two of seven platforms named Astiva AI during ranking discovery. A 28.6% mention share is a thin base for any consensus claim, and the two platforms that named it both placed it first, which inflates the average rank.

Conflicts were preserved, not resolved. The platform-count conflict, the trial-length conflict, the white-label tier conflict, and the seat-count conflict are all reported as conflicts. No attempt was made to determine which version is correct.

No independent accuracy benchmarks were located. No platform found third-party validation of prompt sampling accuracy, sentiment scoring, citation extraction completeness, or GA4 revenue attribution accuracy.

Source URLs were not independently validated. The supplied URLs were collected from platform responses and were not independently verified at the writing stage.

No personal testing was performed. This review reflects platform-reported research only. No hands-on product evaluation, customer interviews, or reference checks were conducted.

Sources

Company-Owned Sources

  • Competitive Intelligence for AI Search and Visibility | Astiva AI: https://astiva.ai/
  • About Astiva AI: Competitive Intelligence for AI Search and Visibility: https://astiva.ai/aboutus
  • AI Brand Monitoring: Track Your Brand Across AI Platforms | Astiva AI: https://astiva.ai/ai-brand-monitoring
  • AI Search Visibility & Competitive Intelligence Platform | Astiva AI: https://astiva.ai/ai-brand-monitoring-pricing
  • Astiva AI vs Profound: Side-by-Side Comparison 2026: https://astiva.ai/astiva-vs-profound
  • Astiva AI vs Ahrefs Brand Radar (2026 Comparison: https://astiva.ai/blog/astiva-vs-ahrefs-brand-radar
  • Best AI Brand Monitoring Tools 2026: Buyer's Guide by Use Case: https://astiva.ai/blog/best-ai-brand-monitoring-tools-2026
  • Check Your Brand's AI Visibility Free — 5 Minutes | Astiva | Astiva AI: https://astiva.ai/blog/free-ai-brand-visibility-analysis
  • Otterly.ai Alternatives 2026: Pricing & Platform Coverage Compared: https://astiva.ai/blog/otterly-alternatives-2026
  • Best Profound Alternatives in 2026: Top 8 AI Visibility Tools Compared: https://astiva.ai/blog/profound-alternatives
  • Changelog — What's Shipping at Astiva AI: https://astiva.ai/changelog
  • AI Brand Monitoring Comparisons 2026: https://astiva.ai/comparisons
  • Pricing - AI Search Visibility Plans | Astiva AI: https://astiva.ai/pricing
  • Astiva AI Product: Detect, Diagnose, Displace, Prove AI Visibility: https://astiva.ai/product
  • Astiva AI Product: Detect, Diagnose, Displace, Prove Framework: https://astiva.ai/product#modules
  • Astiva AI for Agencies: AI Visibility Retainer: https://astiva.ai/solutions/agencies
  • Terms of Service | Astiva AI: Subscription, License: https://astiva.ai/terms
  • Additional AI research evidence73 records
    1. AI research evidence record kimi:unclear-astiva
    2. AI research evidence record openai:astiva_product
    3. AI research evidence record google:1.4.7
    4. AI research evidence record openai:astiva_pricing
    5. AI research evidence record anthropic:14-7
    6. AI research evidence record perplexity:c1
    7. AI research evidence record perplexity:c2
    8. AI research evidence record google:2.1.2
    9. AI research evidence record openai:astiva_product
    10. AI research evidence record perplexity:c1
    11. AI research evidence record perplexity:c2
    12. AI research evidence record anthropic:5-7
    13. AI research evidence record anthropic:10-5
    14. AI research evidence record google:1.2.2
    15. AI research evidence record anthropic:2-9
    16. AI research evidence record anthropic:12-12
    17. AI research evidence record openai:astiva_pricing
    18. AI research evidence record anthropic:14-7
    19. AI research evidence record grok:0
    20. AI research evidence record google:1.4.9
    21. AI research evidence record deepseek:c1
    22. AI research evidence record openai:astiva_product
    23. AI research evidence record openai:astiva_pricing
    24. AI research evidence record anthropic:2-2
    25. AI research evidence record perplexity:c1
    26. AI research evidence record perplexity:c3
    27. AI research evidence record google:1.1.2
    28. AI research evidence record google:1.4.7
    29. AI research evidence record grok:0
    30. AI research evidence record deepseek:c1
    31. AI research evidence record kimi:unclear-astiva
    32. AI research evidence record anthropic:45-5
    33. AI research evidence record anthropic:27-16
    34. AI research evidence record anthropic:29-5
    35. AI research evidence record anthropic:30-2
    36. AI research evidence record anthropic:25-5
    37. AI research evidence record openai:astiva_pricing
    38. AI research evidence record anthropic:14-7
    39. AI research evidence record grok:0
    40. AI research evidence record perplexity:c2
    41. AI research evidence record google:1.4.9
    42. AI research evidence record deepseek:c1
    43. AI research evidence record google:2.1.2
    44. AI research evidence record perplexity:c6
    45. AI research evidence record anthropic:29-5
    46. AI research evidence record anthropic:5-12
    47. AI research evidence record openai:astiva_product
    48. AI research evidence record anthropic:14-12
    49. AI research evidence record anthropic:5-12
    50. AI research evidence record google:2.1.2
    51. AI research evidence record anthropic:7-4
    52. AI research evidence record openai:astiva_product
    53. AI research evidence record google:2.1.2
    54. AI research evidence record anthropic:13-10
    55. AI research evidence record anthropic:45-5
    56. AI research evidence record anthropic:32-1
    57. AI research evidence record kimi:sevisible-1
    58. AI research evidence record kimi:appearly-1
    59. AI research evidence record kimi:peec-1
    60. AI research evidence record kimi:optiseo-1
    61. AI research evidence record kimi:visibai-1
    62. AI research evidence record kimi:trirank-1
    63. AI research evidence record kimi:presenc-1
    64. AI research evidence record openai:astiva_product
    65. AI research evidence record google:1.4.7
    66. AI research evidence record openai:astiva_product
    67. AI research evidence record openai:astiva_pricing
    68. AI research evidence record google:1.4.9
    69. AI research evidence record google:2.1.2
    70. AI research evidence record anthropic:29-5
    71. AI research evidence record anthropic:45-5
    72. AI research evidence record anthropic:32-1
    73. AI research evidence record kimi:unclear-astiva

Independent Sources

  • Appearly: AI Visibility Platform for Agencies: https://appearly.ai/
  • AI citation tracking: How to track (and grow) AI engine citations: https://blog.hubspot.com/marketing/ai-citation-tracking
  • VisibAI — AI Visibility Audit | Check if ChatGPT knows you exist: https://getvisibai.com/
  • AI Visibility Dashboard - optiseo: https://optiseo.com/ai-visibility-dashboard/
  • AI search visibility tracking for marketing agencies: https://peec.ai/for-agencies
  • Astiva AI - PeerPush Product Profile: https://peerpush.com/tools/astiva-ai
  • AI Visibility Audit Service | Presenc AI: https://presenc.ai/use-cases/ai-visibility-audit-service
  • AEO / AI Visibility Audit — $399 one-time | TriRank: https://trirankai.com/audit
  • SE Visible — An AI Visibility Tool Made to Empower Brands: https://visible.seranking.com/
  • Astiva AI vs Otterly.ai: Which AI Search Visibility Tool Should You Choose in 2026?: https://www.slideshare.net/slideshow/astiva-ai-vs-otterly-ai-2026/260521125
  • Additional AI research evidence73 records
    1. AI research evidence record kimi:unclear-astiva
    2. AI research evidence record openai:astiva_product
    3. AI research evidence record google:1.4.7
    4. AI research evidence record openai:astiva_pricing
    5. AI research evidence record anthropic:14-7
    6. AI research evidence record perplexity:c1
    7. AI research evidence record perplexity:c2
    8. AI research evidence record google:2.1.2
    9. AI research evidence record openai:astiva_product
    10. AI research evidence record perplexity:c1
    11. AI research evidence record perplexity:c2
    12. AI research evidence record anthropic:5-7
    13. AI research evidence record anthropic:10-5
    14. AI research evidence record google:1.2.2
    15. AI research evidence record anthropic:2-9
    16. AI research evidence record anthropic:12-12
    17. AI research evidence record openai:astiva_pricing
    18. AI research evidence record anthropic:14-7
    19. AI research evidence record grok:0
    20. AI research evidence record google:1.4.9
    21. AI research evidence record deepseek:c1
    22. AI research evidence record openai:astiva_product
    23. AI research evidence record openai:astiva_pricing
    24. AI research evidence record anthropic:2-2
    25. AI research evidence record perplexity:c1
    26. AI research evidence record perplexity:c3
    27. AI research evidence record google:1.1.2
    28. AI research evidence record google:1.4.7
    29. AI research evidence record grok:0
    30. AI research evidence record deepseek:c1
    31. AI research evidence record kimi:unclear-astiva
    32. AI research evidence record anthropic:45-5
    33. AI research evidence record anthropic:27-16
    34. AI research evidence record anthropic:29-5
    35. AI research evidence record anthropic:30-2
    36. AI research evidence record anthropic:25-5
    37. AI research evidence record openai:astiva_pricing
    38. AI research evidence record anthropic:14-7
    39. AI research evidence record grok:0
    40. AI research evidence record perplexity:c2
    41. AI research evidence record google:1.4.9
    42. AI research evidence record deepseek:c1
    43. AI research evidence record google:2.1.2
    44. AI research evidence record perplexity:c6
    45. AI research evidence record anthropic:29-5
    46. AI research evidence record anthropic:5-12
    47. AI research evidence record openai:astiva_product
    48. AI research evidence record anthropic:14-12
    49. AI research evidence record anthropic:5-12
    50. AI research evidence record google:2.1.2
    51. AI research evidence record anthropic:7-4
    52. AI research evidence record openai:astiva_product
    53. AI research evidence record google:2.1.2
    54. AI research evidence record anthropic:13-10
    55. AI research evidence record anthropic:45-5
    56. AI research evidence record anthropic:32-1
    57. AI research evidence record kimi:sevisible-1
    58. AI research evidence record kimi:appearly-1
    59. AI research evidence record kimi:peec-1
    60. AI research evidence record kimi:optiseo-1
    61. AI research evidence record kimi:visibai-1
    62. AI research evidence record kimi:trirank-1
    63. AI research evidence record kimi:presenc-1
    64. AI research evidence record openai:astiva_product
    65. AI research evidence record google:1.4.7
    66. AI research evidence record openai:astiva_product
    67. AI research evidence record openai:astiva_pricing
    68. AI research evidence record google:1.4.9
    69. AI research evidence record google:2.1.2
    70. AI research evidence record anthropic:29-5
    71. AI research evidence record anthropic:45-5
    72. AI research evidence record anthropic:32-1
    73. AI research evidence record kimi:unclear-astiva

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Study date
September 18, 2026
Platforms analyzed
7
Source records
28
Ranking mentions
2 of 7
Platform share
29%
Final consensus rank
#3

Research trail and source mix

Configured platforms

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

Source mix

11 independent · 17 company-owned

Evidence support

26 direct · 2 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 d1fbcce7d57a2e570a1c04ba3432197af15f346339d2e0e1dce46aa9d8dbf7b2