Answer Capsule
GrackerAI is a mixed-to-good fit for SaaS companies tracking category, comparison, alternatives, and product-recommendation prompts. Two of seven platforms named GrackerAI during the ranking stage (google, perplexity), both at rank 7, giving it a 28.6% share of included platform responses. The strongest reason to consider it is the Starter plan's low entry price ($99/month) combined with response-level citation capture, competitor-gap analysis, and documented trend reporting. The main limitation is that Starter is entry-level: weekly monitoring, 100 prompts, three AI engines, one seat, and unclear Starter-level access to formal competitive benchmarking. Fit ratings across the seven platforms ranged from strong (google) to uncertain (deepseek), with the rest landing at good or mixed.
Research Snapshot
| Field | Value |
|---|---|
| Platform mentions in ranking stage | 2 of 7 (google, perplexity) |
| Share of included platform responses | 28.6% |
| Average listed rank | 7.0 |
| Best listed rank | 7 |
| Relevant product/model/plan | Starter plan; $99/month monthly billing or $79/month equivalent billed annually |
| Overall use-case fit | Mixed (openai), good (anthropic, grok, perplexity, kimi), strong (google), uncertain (deepseek) |
| Research date | 2026-09-19 |
Why GrackerAI Qualified for This Study
Questions This Section Answers
- Is GrackerAI a good choice for AI visibility platforms for SaaS companies tracking category and comparison prompts?
- How many AI platforms named GrackerAI in the ranking stage, and at what rank?
GrackerAI qualified because it was named by two of the seven included platforms during ranking discovery, both at rank 7, and because every platform that evaluated it produced a fit assessment tied to the SaaS AI-visibility use case. The company positions itself as an AI visibility and Generative Engine Optimization platform for B2B SaaS and cybersecurity brands, with a Starter plan at $99/month [1]. Its documented capabilities map directly to the study criteria: prompt monitoring, citation analysis, competitive benchmarking, recommendation tracking, and historical trends [6].
The ranking-stage mention count is lower than the number of platforms that ultimately evaluated fit. All seven platforms assessed GrackerAI, but only google and perplexity named it during ranking discovery. This distinction matters: a fit rating from a platform that did not rank the entity is still evidence, but it is not a ranking endorsement.
GrackerAI's official site states it is trusted by 500+ B2B SaaS and security teams and carries SOC 2 Type II (official:C1). Those are company-reported figures and were not independently verified in the supplied evidence.
The Product, Model, Plan, or Service Most Relevant to AI Visibility Platforms for SaaS Companies
Questions This Section Answers
- Which GrackerAI plan should a SaaS buyer choose for weekly category, comparison, and alternatives prompt monitoring?
- Does the GrackerAI Starter plan include citation analysis and competitor tracking for SaaS buyer-intent prompts?
The relevant product is the GrackerAI Starter plan, priced at $99/month on monthly billing or $79/month equivalent when billed annually at $948/year [11]. Starter includes 100 prompts tracked weekly across three AI engines, three LLM-optimized articles per month, a 50-page AEO audit, and one monthly visibility diagnosis [11]. The three engines listed on the pricing page are ChatGPT, Perplexity, and Google AI Mode [17].
Higher tiers exist. Scale is $499/month (or $399/month billed annually at $4,788/year) with 200 prompts tracked daily across four engines and 10 articles per month [12]. Enterprise is custom-priced for 1,000+ prompts monitored hourly across all 10 engines, with page-level monitoring, multi-product coverage, single-tenant deployment, and a dedicated account manager [18].
For a SaaS company tracking category, comparison, alternatives, and recommendation prompts, Starter is the entry point. Whether it is sufficient depends on prompt volume, engine coverage, and how often the buyer needs fresh data.
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree GrackerAI does well for SaaS AI visibility tracking?
- Is GrackerAI's citation analysis capability confirmed across multiple platform evaluations?
The platforms broadly agreed on several points. First, GrackerAI captures response-level detail: full AI answers, brands mentioned, cited sources, citation URLs, citation position, sentiment, and competitor positioning [19]. This directly supports citation-gap analysis for SaaS comparison and recommendation prompts.
Second, the platform supports competitive benchmarking concepts including share of voice, prompt-level competitor comparisons, and competitor citation analysis [22]. Google described this as monitoring brand mentions, recommendations, and citation gaps across major engines to benchmark competitor positioning [25].
Third, historical trend reporting exists. Release notes document citation trend charts, sentiment trends, position tracking, and share-of-voice comparison [28]. Kimi and grok both described a composite AI Visibility Score benchmarked against real competitors [24].
Fourth, the platform is explicitly positioned for B2B SaaS, not only cybersecurity [30].
Agreement among platforms does not prove product quality. It reflects that the same company-owned documentation was available to multiple platforms.
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Why did AI platforms rate GrackerAI's fit differently for SaaS AI visibility?
- Is GrackerAI's Starter plan competitive benchmarking capability confirmed or uncertain?
Fit ratings diverged. Google rated GrackerAI a strong fit (google). Anthropic, grok, perplexity, and kimi rated it good (anthropic, grok, perplexity, kimi). OpenAI rated it mixed (openai). Deepseek rated it uncertain, noting that the $99/month Starter price came only from the ranking stage and was not confirmed in the sources it reviewed [32].
The sharpest disagreement concerns competitive benchmarking on Starter. Anthropic stated that the Competitive Benchmarking feature is listed as included only on Enterprise, with Starter and Scale showing it as blank or not included [33]. OpenAI noted that public competitor-monitoring pages describe advanced benchmarking capabilities but Starter-specific entitlement is not fully disclosed (openai). Google and kimi described competitive benchmarking as a platform strength without resolving the Starter question (google, kimi).
Engine coverage on Starter is also contested. Anthropic's documentation states Scale covers four engines but earlier text lists three before adding Microsoft Copilot, calling the actual count ambiguous (anthropic). General product pages describe monitoring across as many as eight or nine AI platforms, while Starter pricing explicitly lists only three (openai).
Pricing conflicts exist. The pricing page presents Starter as $99/month in its FAQ and comparison table while also presenting $79/month as the annual-billing equivalent (openai, official:C2). Perplexity noted that one third-party source lists materially different pricing and limits [35].
Trial terms conflict. The pricing page says the 7-day trial requires no credit card in one place and that a valid credit card is required in another (openai, official:C2). The official homepage states a valid credit card is required to start the trial (official:C1).
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Does GrackerAI Starter support alternatives and comparison prompt tracking for SaaS buyer-intent queries?
- How does GrackerAI handle historical trend data and citation retention for SaaS visibility monitoring?
Prompt monitoring. Starter tracks 100 prompts weekly across ChatGPT, Perplexity, and Google AI Mode [36]. Scale tracks 200 prompts daily across four engines; Enterprise tracks 1,000+ hourly across all 10 [38]. Monitoring cadence is set per plan, not per prompt (anthropic).
Citation analysis. GrackerAI captures the full answer, brands mentioned, cited sources, sentiment, citation URLs, citation position, and competitor positioning for each monitored response [39]. All plans track citation frequency, sentiment, position, and source URLs (anthropic).
Competitive benchmarking. The platform describes share-of-voice, prompt-level competitor comparisons, prominence or position tracking, competitor citation analysis, and discovery of newly appearing competitors [40]. Anthropic's documentation states Competitive Benchmarking is Enterprise-only, with Starter and Scale able to track competitors manually but lacking formal competitive dominance scoring, win-rate analysis, and head-to-head position battle metrics [38].
Recommendation and alternatives tracking. GrackerAI demonstrates monitoring of prompts such as "Auth0 alternatives" and identifies prompts where competitors appear while the tracked brand does not [42]. Public materials do not clearly document a Starter-specific report dedicated exclusively to product recommendation rankings (openai).
Historical trends. Release notes list citation trend charts, sentiment trend charts, position tracking, and share-of-voice trend reporting [43]. The practical depth, retention period, exportability, and historical backfill available on Starter are unclear (openai). The terms page states that upon downgrading or cancelling a paid plan, data is retained for 90 days before deletion (official:C3).
Content generation. Starter includes three LLM-optimized articles per month [36]. An independent review described generated content as needing improvement and editing [44].
Claim verification. Kimi reported that GrackerAI checks engine outputs against verified product profiles and flags wrong pricing, features, or leadership claims automatically [45]. This is a company-reported capability.
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does GrackerAI Starter cost per month, and what does annual billing save?
- What are GrackerAI's cancellation, refund, and data-retention terms for SaaS buyers?
Starter is $99/month on monthly billing or $79/month equivalent when billed annually at $948/year, a 20% discount [46]. Scale is $499/month or $399/month billed annually at $4,788/year [47]. Enterprise is custom-priced (official:C2).
No Starter setup fee is stated in the reviewed public material (openai). Self-serve plans have no setup fee and buyers can be tracking within minutes, according to the pricing page (official:C2).
Trial terms conflict. The pricing page FAQ states both that self-serve trials require no credit card and that a valid credit card is required (openai, official:C2). The official homepage states a valid credit card is required to start the trial, with cancellation anytime before it ends to avoid charges (official:C1).
Cancellation and refunds. The terms page states buyers may cancel at any time, with cancellation taking effect at the end of the current billing period (official:C3). A 30-day money-back guarantee applies to the first payment on any paid plan; after 30 days, subscription fees are non-refundable except where required by law (official:C3). Annual plans cancelled after 30 days do not receive a refund for remaining months (official:C3). Subscriptions auto-renew unless cancelled before the renewal date (official:C3).
Data retention. Upon downgrading or cancelling a paid plan, data is retained for 90 days before deletion (official:C3).
Service level. GrackerAI targets 99.5% monthly uptime for the core monitoring dashboard, excluding scheduled maintenance (official:C3). The terms state the company does not guarantee that AI citation data is exhaustive or that all AI engines are monitored at all times (official:C3).
Startup discount. GrackerAI offers a startup program with 50% off the Scale plan for pre-Series B startups under $5M ARR, according to its startup page [48].
Best Suited For
Questions This Section Answers
- Who is GrackerAI best suited for among SaaS companies tracking AI recommendations?
- Is GrackerAI a good fit for a small B2B SaaS team with a limited AI visibility budget?
GrackerAI Starter is best suited for small B2B SaaS marketing teams that need an inexpensive starting point for weekly AI-visibility and citation monitoring (openai). It fits SaaS companies prioritizing competitor citation gaps, comparison prompts, and actionable content recommendations over full SEO functionality (openai). It also suits solo founders or small teams tracking one brand in one to three markets, and SaaS companies new to AI visibility monitoring seeking quick time-to-value (anthropic).
Google described GrackerAI as a strong fit for B2B SaaS companies seeking a dedicated GEO and AI visibility tool to monitor, compare, and optimize brand mentions, and for automating the creation of LLM-optimized comparison guides to close citation gaps (google). Kimi positioned it for mid-market SaaS companies ($1M–$100M ARR) that prioritize comprehensive engine coverage, competitive benchmarking, and automated claim verification (kimi).
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose GrackerAI Starter for SaaS AI visibility monitoring?
- Is GrackerAI Starter suitable for SaaS companies needing daily monitoring or multiple team seats?
GrackerAI Starter is probably not best suited for SaaS companies needing daily or hourly monitoring, broad engine coverage, multiple products, many seats, or near-real-time competitive intelligence (openai). It is also a poor fit for teams requiring a mature all-in-one SEO suite, extensive independent validation, or fully publish-ready generated content (openai).
Anthropic listed multi-product companies requiring per-product monitoring, teams needing daily or hourly cadence, enterprises tracking 200+ buyer prompts or requiring all 10 AI engines, and SaaS companies with complex competitor landscapes requiring unlimited CVE and news monitoring as poor fits for Starter (anthropic).
Kimi noted that budget-constrained SaaS companies under $1M ARR needing only basic ChatGPT/Claude/Gemini/Perplexity coverage, teams needing position tracking within AI responses, and buyers wanting real browser-based scraping rather than API-based monitoring may be better served elsewhere (kimi).
Deepseek stated that buyers who need documented, independently reviewed enterprise AI visibility suites with clear public pricing and SLAs, or procurement teams requiring published contracts, security certifications, or analyst-validated feature comparisons, should look elsewhere (deepseek).
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to GrackerAI Starter for a SaaS buyer who needs daily monitoring?
- When should a SaaS company choose a broader SEO-plus-AI platform instead of GrackerAI?
Choose a broader SEO-plus-AI platform when the buyer needs keyword research, backlinks, technical SEO, and AI visibility in one system (openai). Choose a higher-tier GrackerAI plan or an enterprise platform when daily or hourly monitoring, more engines, multi-product tracking, more seats, or larger prompt libraries are required (openai).
Choose another specialist platform when independently validated scoring methodology, mature data exports, or transparent historical-retention terms are more important than low entry price (openai). Use a more content-focused platform when the primary need is high-quality publish-ready content rather than monitoring and citation intelligence (openai).
Kimi named specific alternatives: optiseo Starter at $63/month with weekly scans for buyers who only need four to five major engines, SE Visible Basic at $99/month with daily-ish refresh for real browser-based user-view scraping, and optiseo Growth at $119/month for position tracking within AI responses at a lower price point [49]. Google noted that Foglift combines technical website and SEO health audits with free instant AI readiness scoring alongside mention tracking, which GrackerAI does not [51].
Anthropic recommended Scale ($499/month) or Enterprise for daily or hourly cadence, multi-product reporting, formal competitive benchmarking with win rates and share-of-voice scoring, 200+ buyer prompts, broad engine coverage, API integrations, and team collaboration (anthropic).
Questions to Verify Before Buying
Questions This Section Answers
- What should a SaaS buyer confirm with GrackerAI about Starter plan entitlements before signing a contract?
- Does the GrackerAI 7-day trial require a credit card, and what are the annual cancellation terms?
Are share of voice, head-to-head competitor comparison, competitor discovery, position tracking, and prompt-level citation gaps included in Starter, or only in Scale and Enterprise (openai, anthropic)?
Can Starter monitor custom category, comparison, alternatives, and recommendation prompts without restrictions on prompt wording, competitors, or products (openai)?
What historical retention period, trend granularity, CSV export, API access, and data ownership are included (openai, perplexity)?
How are the 100 weekly prompts allocated across the three engines, and can the buyer control frequency, geography, personas, and prompt groups (openai, anthropic)?
Does Starter track Google AI Overviews, Gemini, Claude, Microsoft Copilot, or only the three engines listed on the pricing page (openai, anthropic)?
What exactly constitutes a recommendation, visibility, prominence, citation, or share-of-voice score, and can raw responses be audited (openai)?
Is a credit card required for the trial, when does billing begin, and what are the cancellation, renewal, refund, and annual-plan termination terms (openai, official:C1, official:C3)?
Can the buyer add seats, products, brands, or prompt volume without moving directly to Enterprise (openai, anthropic)?
How much editing is normally required for the three included generated articles, and are citations, claims, and source quality reviewed by humans (openai)?
Can the vendor provide SaaS-specific references using comparison, alternatives, and product-recommendation monitoring rather than cybersecurity examples (openai)?
Final AI Consensus Verdict
GrackerAI is a mixed-to-good fit for SaaS companies tracking category, comparison, alternatives, and product-recommendation prompts. The Starter plan at $99/month delivers core tracking across three AI engines, response-level citation analysis, competitor-gap identification, and documented trend reporting at an accessible entry price. It is credible for a small SaaS team seeking affordable weekly monitoring and detailed citation or competitor-gap analysis.
It is not an unqualified choice for comprehensive AI-visibility management. The 100-prompt weekly limit, three-engine coverage, one-seat structure, unclear Starter access to advanced competitive features, limited independent validation, and unresolved trial terms warrant a hands-on trial and written confirmation of plan entitlements. Fit ratings ranged from strong (google) to uncertain (deepseek), with the majority landing at good or mixed. Buyers with daily monitoring needs, broad engine coverage requirements, or multi-product portfolios should evaluate Scale ($499/month) or Enterprise.
How This Review Was Produced
This review synthesizes fit assessments from seven AI platforms that evaluated GrackerAI for the AI Visibility Platforms for SaaS Companies use case. Each platform received the same prompt describing a SaaS company that wants to measure how frequently AI systems recommend its software in category searches, comparisons, alternatives, and buyer-intent prompts, and that needs competitive benchmarking, recommendation tracking, citation analysis, prompt monitoring, and historical trends. Platforms returned structured fit assessments, use-case findings, pricing summaries, limitations, and questions to verify before buying. The research date is 2026-09-19. Two platforms reported earlier research dates: anthropic (2026-01-20) and deepseek (2026-01-15).
Methodology Limitations
Platform-reported research dates differ from the authoritative run date of 2026-09-19. Anthropic reported 2026-01-20 and deepseek reported 2026-01-15; these are provenance metadata and do not independently prove freshness.
All included platforms evaluated fit, but the platform mention count of two reflects only platforms that named GrackerAI during ranking discovery. Fit ratings from platforms that did not rank the entity are still evidence but are not ranking endorsements.
Company-owned citations materially outnumber independent citations in the supplied evidence. Company claims are not independently verified. Customer performance figures shown on company pages are platform-reported and should not be treated as independently verified outcomes.
The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Citations are platform-reported evidence, not independently verified facts. Deepseek's assessment was produced without search enabled, so its claims require explicit verification before being described as current facts.
Conflicting product names, pricing, and capabilities were not resolved by guessing. Buyers should verify the exact Starter bundle, trial credit-card requirement, annual cancellation terms, and Starter-level access to competitive benchmarking directly with the vendor.
Explore more ai visibility llm monitoring guidance in the category directory.
Sources
Company-Owned Sources
- GrackerAI official website: https://gracker.ai/
- GEO for Agencies: White-Label AI Visibility Platform - GrackerAI: https://gracker.ai/agencies
- AI Visibility - GrackerAI Platform: https://gracker.ai/ai-visibility
- GEO Case Studies: AI Visibility for B2B SaaS: https://gracker.ai/case-studies/
- Release Notes - GrackerAI: https://gracker.ai/docs/account/release-notes/
- GrackerAI Billing and Plan Tiers: https://gracker.ai/docs/getting-started/billing/
- Responses - GrackerAI Documentation: https://gracker.ai/docs/using-gracker/responses-and-citations/responses
- GEO Features: AI Visibility Tools for B2B SaaS - GrackerAI: https://gracker.ai/features/
- Competitive Analysis - GrackerAI: https://gracker.ai/features/competitive-analysis/
- The GrackerAI Platform: The Complete System for Getting Cited by AI: https://gracker.ai/platform/
- Competitor LLM Monitoring - GrackerAI: https://gracker.ai/platform/ai-visibility/competitor-monitoring
- AI Monitoring - GrackerAI: https://gracker.ai/platform/ai-visibility/monitoring
- GrackerAI Pricing: AI Visibility Plans for Cybersecurity and B2B SaaS: https://gracker.ai/pricing
- Weekly AI Monitoring Starting at $99/month - GrackerAI: https://gracker.ai/pricing/ai-visibility
- GrackerAI Startup Perks & Credits: https://gracker.ai/startups
- AI Visibility Dashboard — optiseo: https://optiseo.com/ai-visibility-dashboard/
- SE Visible — AI Visibility Tool: https://visible.seranking.com/
- Official pricing and terms source: https://gracker.ai/terms/
Additional AI research evidence51 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record grok:12
- AI research evidence record perplexity:c1
- AI research evidence record google:1.2.1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c5
- AI research evidence record anthropic:c4
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record grok:12
- AI research evidence record perplexity:c1
- AI research evidence record google:1.2.1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c7
- AI research evidence record openai:c2
- AI research evidence record anthropic:c6
- AI research evidence record kimi:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:c4
- AI research evidence record kimi:c1
- AI research evidence record google:1.1.4
- AI research evidence record google:1.1.6
- AI research evidence record google:1.3.8
- AI research evidence record openai:c5
- AI research evidence record grok:2
- AI research evidence record openai:c1
- AI research evidence record perplexity:c11
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c4
- AI research evidence record perplexity:c15
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c2
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:c4
- AI research evidence record openai:c4
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record kimi:c2
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:1.1.5
- AI research evidence record kimi:c3
- AI research evidence record kimi:c4
- AI research evidence record google:1.2.6
Independent Sources
- GrackerAI - AI visibility platform for B2B SaaS | AppSumo: https://appsumo.com/products/grackerai/
- GrackerAI Review (2026): Pricing, Pros + Free Trial | Comparateur-IA: https://comparateur-ia.com/en/ai-tools/gracker-ai
- Foglift vs GrackerAI: AI Visibility Comparison: https://foglift.io/vs/grackerai
- Open-source AI news monitoring engine. Powers GrackerAI's real-time content intelligence for B2B SaaS AI visibility: https://github.com/grackerai/gracker-monitoring-engine
- GrackerAI: AI visibility vendor profile | GEO Compass: https://guptadeepak.com/geo-compass/vendors/grackerai/
- GrackerAI Review: AI Visibility Research That Goes Beyond Rankings: https://marketingwithdave.com/grackerai-review/
- GrackerAI Launches Visibility Diagnosis, an AI Agent That Decodes AI Search: https://markets.businessinsider.com/news/stocks/grackerai-launches-visibility-diagnosis-an-ai-agent-that-decodes-ai-search-1036383704
- GrackerAI AEO Audit - Edge Add-ons: https://microsoftedge.microsoft.com/addons/detail/grackerai-aeo-audit/bcoiijgfcgogbplgclffhkajcohmkfdp
- GrackerAI Pricing 2026: $99/mo Starter, No Free Plan: https://thatmarketingbuddy.com/pricing/grackerai
- GrackerAI · AICiteKit: https://www.aicitekit.com/tools/gracker-ai/
- Gracker AI Reviews 2026: Details, Pricing, & Features: https://www.g2.com/products/gracker-ai/reviews
Additional AI research evidence51 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record grok:12
- AI research evidence record perplexity:c1
- AI research evidence record google:1.2.1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c5
- AI research evidence record anthropic:c4
- AI research evidence record kimi:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record grok:12
- AI research evidence record perplexity:c1
- AI research evidence record google:1.2.1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c7
- AI research evidence record openai:c2
- AI research evidence record anthropic:c6
- AI research evidence record kimi:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:c4
- AI research evidence record kimi:c1
- AI research evidence record google:1.1.4
- AI research evidence record google:1.1.6
- AI research evidence record google:1.3.8
- AI research evidence record openai:c5
- AI research evidence record grok:2
- AI research evidence record openai:c1
- AI research evidence record perplexity:c11
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c4
- AI research evidence record perplexity:c15
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c2
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record anthropic:c4
- AI research evidence record openai:c4
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record kimi:c2
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:1.1.5
- AI research evidence record kimi:c3
- AI research evidence record kimi:c4
- AI research evidence record google:1.2.6
Verify this research
Review the study details behind this page or download the public machine-readable verification record.
- Study date
- September 19, 2026
- Platforms analyzed
- 7
- Source records
- 29
- Ranking mentions
- 2 of 7
- Platform share
- 29%
- Final consensus rank
- #10
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
11 independent · 18 company-owned
Evidence support
20 direct · 9 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 79df6d198b97976c1bb4201569bada37e9ed9baf07ffbaa03e2f79c766481068