Answer Capsule
Omnius is a mixed-to-good fit for companies losing Google traffic that want an agency-led AI search audit. Two of seven platforms named Omnius during ranking discovery (anthropic, google), and five of seven rated fit as good or mixed, while two rated it uncertain. The strongest reason to consider it is a stated audit scope covering multi-LLM prompt testing, citations, competitor benchmarking, crawler access, content analysis, and a prioritized GEO roadmap, backed by a proprietary Atomic AGI tracking tool [1]. The main limitation is that no official price, contract term, or standalone one-time audit definition is published, and company-owned evidence far outweighs independent evidence [4].
Research Snapshot
| Field | Value |
|---|---|
| Platform mentions in ranking stage | 2 of 7 platforms (anthropic, google) |
| Share of included platform responses | 28.6% |
| Average listed rank | 5.5 |
| Best listed rank | 3 (google) |
| Relevant product/model/plan | AI Search Audit; AI Search Audit (one-time diagnostic) |
| Overall use-case fit | Mixed (openai), Good (anthropic, google, grok, perplexity), Uncertain (deepseek, kimi) |
| Research date | 2026-09-18 |
Why Omnius Qualified for This Study
Questions This Section Answers
- Why did only 2 of 7 AI platforms name Omnius during ranking discovery for AI search audits?
- Is Omnius a legitimate contender for companies losing Google traffic, or did it qualify only on company-owned claims?
Omnius qualified because it publishes a dedicated AI Search Audit service page and a technology page describing AI-search tracking, which two platforms surfaced during ranking discovery. It was named by anthropic (rank 8) and google (rank 3), giving an average listed rank of 5.5 and a 28.6% share of included platform responses. Five platforms that did not name it in the ranking stage still produced fit research on it.
Qualification rests heavily on company-owned material. Omnius describes itself as a B2B SEO and GEO agency partnering exclusively with SaaS, fintech, and AI companies [6]. Its audit page describes multi-LLM prompt testing, citation and source analysis, competitor benchmarking, crawler audits, content analysis, visibility scoring, and roadmap outputs [8].
Independent evidence is thin. G2 lists Omnius's Atomic AGI product with ten reviews and a 4.9 average rating, but those reviews concern Atomic AGI rather than clearly validating the standalone AI Search Audit [12]. An independent review reports that Omnius publishes no official pricing, package tier, minimum engagement, or contract length [13].
The Product, Model, Plan, or Service Most Relevant to AI Search Audits for Companies Losing Google Traffic
Questions This Section Answers
- Is Omnius's AI Search Audit available as a standalone one-time diagnostic, or does it require an ongoing retainer?
- Which AI platforms and Google surfaces does the Omnius AI Search Audit actually test?
The relevant offer is the AI Search Audit, which platforms variously label "AI Search Audit" or "AI Search Audit (one-time diagnostic)." Whether it can be bought as a standalone one-time engagement is unresolved. Omnius's page also says it continuously monitors performance and frames AI-search work as ongoing rather than one-time [15], and one platform notes the one-time diagnostic is mentioned in ranking context but not separately defined or priced on omnius.so [16].
Stated scope is broad. The audit is described as evaluating website performance in AI search and distinguishing conversational or generative search analysis from traditional SEO audits [15]. Named surfaces include ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, and other LLM surfaces [15]. One platform describes the audit as a manual-heavy diagnostic covering market and entity research, multi-LLM prompt testing, crawler crawlability checks, intent and topic clustering, natural-language content analysis, and technical site architecture mapping [19].
Deliverables are described as an LLM visibility report showing which prompts trigger citations, competitor benchmarking showing who is cited instead, a baseline ranking of high-probability queries, and a prioritized GEO roadmap with KPIs [19]. The exact prompt count, sampling method, geographic controls, and reporting format for a purchased audit are not published [15].
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree the Omnius AI Search Audit covers for a company losing Google traffic?
- Does Omnius compare traditional Google visibility against AI citations and competitor presence?
Platforms broadly agreed on scope, not on commercial terms. The clearest consensus points:
- Multi-surface AI visibility. Omnius maps visibility across ChatGPT, Perplexity, Gemini, Claude, and Copilot, and tracks Google AI Overview visibility alongside LLM citations [20].
- Citation and source analysis. The audit identifies which prompts trigger citations, which sources are referenced, and how the brand is represented as an entity [23].
- Competitor benchmarking. The baseline identifies which competitors get quoted instead of the buyer [20].
- High-intent prompt mapping. Omnius prioritizes high-intent, high-probability queries as entry points for LLM citation and maps them to funnel stage [24].
- Technical and GEO opportunity work. Stated scope includes AI-crawler accessibility, robots.txt and bot directives, structured data and schema, LLMs.txt, crawlability, content freshness, E-E-A-T, extraction readiness, and entity coverage [23].
- Vertical focus. Omnius states it partners exclusively with SaaS, fintech, and AI companies [26].
Agreement here reflects consistent company-owned descriptions, not independent verification. Company-owned citations materially outnumber independent citations in this study, so these points should be read as Omnius's stated scope rather than proven delivery.
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Why did some AI platforms rate Omnius uncertain for AI search audits while others rated it good?
- Does Omnius publish pricing or contract terms for its AI Search Audit?
Fit ratings split. Anthropic, google, grok, and perplexity rated Omnius a good fit; openai rated it mixed; deepseek and kimi rated it uncertain. The disagreement is about verifiability, not capability.
Key conflicts and gaps:
- Standalone audit availability. Omnius presents the audit as a service but also says continuous monitoring is necessary and not a one-time activity, leaving the purchase model unclear [29].
- Deliverable boundaries. It is unclear which capabilities are included in the one-time audit versus ongoing services or Atomic AGI access [29].
- Pricing conflict. Third-party directories variously describe a $5,000+ minimum project size and $25–$49/hour on Clutch versus $100/hour on DesignRush; these are not confirmed Omnius audit prices [30]. One comparison page describes custom-priced retainers [32].
- Independent validation. G2's ten reviews and 4.9 rating concern Atomic AGI and include reviewers associated with Omnius, so they should not be treated as independent validation of the audit service [33]. An independent review reports the genuine Clutch profile showed zero verified reviews [30].
- Product existence dispute. One platform could not verify the AI Search Audit product on omnius.so at all and flagged possible deprecation, rebranding, or name collision with other entities called Omnius [34].
- Geography. Omnius lists operating locations in Europe and the UAE; public material does not establish a U.S.-specific delivery team or U.S.-localized search testing [29].
- Capacity. Omnius states it onboards up to 8 clients per year, typically 2 per quarter, with a 12-week Academy process per client [36]. Current waitlist status is undisclosed [36].
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Does the Omnius AI Search Audit compare Google rankings and traffic losses against AI mentions and citations?
- How does Omnius handle high-intent prompts and competitor citation gaps in its audit?
For a company losing Google traffic, the most relevant stated capabilities are:
Traditional-to-AI comparison. Published scope includes traditional search and AI-search work, including AI visibility baselining, competitor visibility benchmarking, prompt tracking, citation and mention analysis, source attribution, topic visibility, content gaps, technical audits, and prioritized roadmaps [37]. One platform notes the audit does not directly diagnose reasons for Google traffic loss; it maps alternative visibility sources [39].
Prompt and funnel mapping. Stated activities include multi-LLM prompt testing, intent and topic clustering, funnel mapping, LLM-answer benchmarking, prompt coverage mapping, and competitor benchmarking [37]. Omnius describes a reverse-funnel approach that optimizes bottom-of-funnel decision queries before broader category terms [41].
Attribution. Omnius says its technology tracks mentions, citations, sources, competitors, AI referrals, conversions, pipeline, and revenue contribution [38]. One platform describes conversion-tied reporting mapping organic and AI search performance to MQL, SQL, and closed-won revenue [42]. Whether the standalone audit includes these measurements is not fully specified [37].
Measurement caveat. Omnius explicitly states that AI search is non-deterministic and varies by model, prompt, context, location, retrieval, reranking, and time, and that synthetic prompt tracking is directional and not sufficient by itself for commercial conclusions [38]. This is a methodological caveat buyers should confirm is operationalized in the audit.
Company-reported outcomes. Omnius's own case study reports 5.05K AI clicks (+138%), 36 SQLs (+414%), 47% average AI visibility, average position 4.9, and 193 tracked citations over six months [43]. These are company-reported and lack baseline context such as starting traffic volume or market size [43]. Omnius also claims AI traffic converts 4–11X better than Google organic traffic, labeled partial support [40].
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does the Omnius AI Search Audit cost, and is any official price published?
- What contract term, minimum engagement, or cancellation policy applies to an Omnius AI Search Audit?
No official price, package tier, minimum engagement, contract length, or cancellation policy for the AI Search Audit was found in the reviewed public materials [44]. Pricing confidence is low across platforms.
What is documented:
- Omnius routes prospects to contact or booking forms rather than publishing rates [44].
- Third-party directory figures conflict: $5,000+ minimum project size and $25–$49/hour on Clutch versus $100/hour on DesignRush [44]. These are not confirmed Omnius audit prices.
- One comparison page describes custom-priced retainers and discovery-call scoping [48].
- Omnius states it does not offer standardized pricing packages because services are customized [49].
- One platform describes a one-time project contract for standalone diagnostics or ongoing custom consulting agreements, with moderate pricing confidence [49].
Potential additional costs are unspecified. Implementation, content production, technical changes, monitoring, Atomic AGI access, reporting, or ongoing SEO/GEO services may be separately priced, and public materials do not say whether they are included [50]. Minimum term, cancellation, notice, refund, and payment terms are all unclear [44].
Best Suited For
Questions This Section Answers
- Which companies get the most value from an Omnius AI Search Audit when Google traffic is declining?
- Is Omnius a good fit for a U.S. SaaS or fintech company that needs multi-LLM citation analysis?
Omnius is best suited to U.S. SaaS, fintech, and AI companies losing Google traffic that also need visibility analysis across ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews [51]. Buyers who want a human-led audit combining traditional SEO, AI-crawler access, content, entity, competitor, prompt, citation, and roadmap analysis are the closest match [51].
It also fits companies willing to request a customized proposal and potentially consider follow-on monitoring or implementation [51]. Organizations seeking integrated audit and optimization from a single provider, with established content and technical SEO infrastructure, are a stated target [52]. Buyers prioritizing ChatGPT, Claude, Gemini, and Perplexity visibility as revenue channels align with the stated attribution model [55].
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Omnius for an AI search audit after losing Google traffic?
- Is Omnius suitable for non-SaaS companies or buyers who need published fixed pricing?
Non-SaaS, non-fintech, and non-AI companies are explicitly out of scope, since Omnius states it partners exclusively with SaaS, fintech, and AI companies [57]. Buyers requiring transparent fixed pricing, a published one-time package, or clearly stated cancellation and contract terms are also poor fits, because none of those are published [60].
Buyers seeking a self-service software audit rather than an agency engagement should look elsewhere [57]. Enterprises on strict timelines may be constrained by onboarding limits of up to 8 clients per year, typically 2 per quarter [63]. Companies unwilling to adopt or verify Omnius's proprietary Atomic AGI tracking methodology may also be mismatched, since no independent benchmarking of its data accuracy is published [64].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Omnius if a buyer needs published fixed-price AI search audit pricing?
- When is a self-service AI visibility platform a better choice than the Omnius AI Search Audit?
Choose a fixed-price audit provider when budget approval requires a published fee, defined deliverables, and no sales-led scoping, because Omnius's public pricing is not transparent [66]. Named alternatives with published pricing include TriRank at $399 one-time for a five-engine audit [68], TurboAudit from $39.99/month for daily monitoring [69], GEORaiser from $97 [71], and Viali's six-score GEO audit [73].
Choose a self-service AI-visibility platform when the buyer needs recurring prompt tracking, direct dashboard access, or internal testing rather than an agency report [75]. Choose a broader-market agency when the company is outside SaaS, fintech, or AI and needs sector-specific expertise Omnius does not cover [75]. Choose a provider with published U.S. sampling, prompt methodology, and independent case evidence when geographic rigor and repeatability matter more than bespoke consulting [75]. One platform also flags Indexable AI's 14-day enterprise diagnostic and Aergos's closed-loop SEO plus AI visibility tracking as alternatives with published methodology [79].
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with Omnius before signing an AI Search Audit contract?
- How can a buyer verify Omnius's prompt methodology, competitor testing, and U.S. localization before purchase?
Platforms converged on a similar verification list. Confirm whether the AI Search Audit is available as a standalone one-time diagnostic with no retainer or implementation obligation [81]. Confirm which AI engines, Google surfaces, locations, languages, devices, and search settings are tested, and how many high-intent prompts are used, how they are selected, and whether the buyer can supply its own commercial prompts [81].
Confirm whether the report compares Google rankings, clicks, impressions, and traffic losses against AI mentions, citations, recommendations, referrals, and conversions, and whether named competitors are tested using the same prompts and sampling schedule [81]. Ask for source URLs, citation examples, answer captures, prompt-level results, and a reproducible methodology [81].
Confirm which deliverables are included in the one-time fee versus requiring ongoing monitoring, Atomic AGI access, content work, technical implementation, or a retainer [81]. Confirm total fees, payment schedule, minimum term, renewal, cancellation, refund, and change-order terms [86]. Confirm U.S.-localized testing and how location, personalization, model version, and session variance are controlled [81]. Finally, request independent or client-verified evidence for AI-search outcomes and how any reported traffic, visibility, citation, or revenue improvements were measured [86].
Final AI Consensus Verdict
Mixed fit. Omnius has a strong stated capability match for a SaaS, fintech, or AI company that wants a bespoke audit spanning Google and multiple AI-search surfaces, including prompts, citations, competitors, sources, technical access, content, and GEO opportunities [90]. It is not yet a clearly strong buyer fit because the standalone one-time product, price, contract terms, U.S.-specific methodology, independent validation, and separation between audit deliverables and ongoing monitoring are unclear [90].
Platform ratings split accordingly: good from anthropic, google, grok, and perplexity; mixed from openai; uncertain from deepseek and kimi. Buyers who fit the SaaS, fintech, or AI profile and can tolerate a sales-led, custom-quoted engagement should evaluate Omnius directly and verify the items above. Buyers who need published pricing, a self-serve product, or sector-neutral coverage should compare the alternatives named in this review.
How This Review Was Produced
This review aggregates fit-research responses from seven AI platforms for the use case "AI Search Audits for Companies Losing Google Traffic," using the run research date 2026-09-18. Two of seven platforms named Omnius during ranking discovery (anthropic at rank 8, google at rank 3). All seven platforms produced fit assessments, which are summarized here as platform-reported evidence.
Platform-reported research dates differ from the authoritative run date: anthropic reported 2026-01-15, while deepseek, google, grok, kimi, openai, and perplexity reported 2026-09-18. Platform-reported dates are provenance metadata and do not independently prove freshness. Citations are platform-reported evidence, not independently verified facts, and the supplied URLs were collected from platform responses and were not independently validated by the writer stage.
Methodology Limitations
- Company-owned citations materially outnumber independent citations in this study; company claims are not independently verified.
- Platform-reported research dates differ from the authoritative run date, and one platform's research predates the run by roughly eight months.
- Platform mentions count only platforms that named Omnius during ranking discovery, not platforms that later assessed fit.
- Conflicting product names, pricing, and capabilities were described rather than resolved; buyers must verify directly.
- One platform could not retrieve verifiable product details and flagged possible deprecation, rebranding, or entity name collision.
- No personal testing, customer experience, or guaranteed performance is claimed in this review.
- AI-platform agreement on stated scope does not prove product quality or delivery.
Explore more ai search audits market intelligence guidance in the category directory.
Sources
Company-Owned Sources
- AI Visibility Audit — Is AI Search Citing Your Website? | GEORaiser: https://georaiser.com/geo-audit
- AI Search Audit | GEO Audit for Enterprise Brands — 14-Day Diagnostic: https://indexableai.com/ai-search-audit/
- AI Visibility Audit: Find Prompt-Level Gaps: https://rankecho.io/product/ai-visibility-audit
- AEO / AI Visibility Audit — $399 one-time | TriRank: https://trirankai.com/audit
- TurboAudit — AI Search Audit & Visibility Platform: https://turboaudit.ai/
- GEO Audit — Six Scores, One Fix Plan | Viali: https://viali.ai/product/geo-audit/
- How Aergos Works — Closed-Loop SEO + AI Visibility: https://www.aergos.ai/how-it-works
- OMNIUS - B2B SEO & GEO Marketing Agency for SaaS & Fintech: https://www.omnius.so/
- AI Search Audit | Optimize Visibility in LLMs: https://www.omnius.so/ai-search-audit
- AI SEO Services That Get Brands Cited in AI Search: https://www.omnius.so/ai-seo-services
- How to Audit a Website for AI Search Visibility: Actionable Guide: https://www.omnius.so/blog/how-to-audit-for-ai-search-visibility
- How Omnius AI Search Grew by 106% GEO Case Study: https://www.omnius.so/blog/omnius-ai-search-case-study
- AI Search Converts 4–11X Better: Quality Over Quantity: https://www.omnius.so/blog/quality-of-ai-search-traffic
- Technical SEO for AI Search: How to Get Discoverable by LLMs: https://www.omnius.so/blog/technical-seo-for-ai-search
- Omnius Partnerships - Meet Our Clients & Their Triumphs: https://www.omnius.so/projects
- AEO/GEO Technology for AI Search Optimization: https://www.omnius.so/technology
Additional AI research evidence94 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record google:omnius_service
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record grok:0
- AI research evidence record anthropic:c5
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record grok:1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record grok:1
- AI research evidence record google:omnius_service
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c4
- AI research evidence record google:omnius_service
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c3
- AI research evidence record grok:0
- AI research evidence record anthropic:c5
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c12
- AI research evidence record openai:c3
- AI research evidence record kimi:omnius_unclear_1
- AI research evidence record grok:0
- AI research evidence record anthropic:c6
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c7
- AI research evidence record google:digiconvo_review
- AI research evidence record anthropic:c6
- AI research evidence record anthropic:c4
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record grok:0
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c12
- AI research evidence record google:omnius_pricing_strategy
- AI research evidence record openai:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:omnius_service
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c6
- AI research evidence record anthropic:c5
- AI research evidence record openai:c1
- AI research evidence record grok:0
- AI research evidence record perplexity:c1
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c4
- AI research evidence record anthropic:c6
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c5
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record kimi:trirank_comp
- AI research evidence record kimi:turboaudit_comp
- AI research evidence record deepseek:c1
- AI research evidence record kimi:georaiser_comp
- AI research evidence record deepseek:c4
- AI research evidence record kimi:viali_comp
- AI research evidence record deepseek:c3
- AI research evidence record openai:c1
- AI research evidence record perplexity:c4
- AI research evidence record grok:0
- AI research evidence record anthropic:c1
- AI research evidence record kimi:indexable_comp
- AI research evidence record kimi:aergos_comp
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:c2
- AI research evidence record kimi:omnius_unclear_1
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record grok:0
- AI research evidence record anthropic:c4
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record google:omnius_service
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
Independent Sources
- OMNIUS: SEO and GEO Without Public Pricing - CitedIndex: https://citedindex.com/omnius
- Omnius review: what the catch is: https://koolav.com/agency/omnius
- Best SaaS LLMO Agencies 2026 (Honest Review: https://piperocket.digital/list/best-saas-llmo-agencies/
- AnswerManiac vs Omnius - Detailed Comparison: https://www.answermaniac.ai/competitors/omnius
- Omnius Products | Read 10 Reviews on G2: https://www.g2.com/sellers/omnius
Additional AI research evidence94 records
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record google:omnius_service
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record grok:0
- AI research evidence record anthropic:c5
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record grok:1
- AI research evidence record perplexity:c1
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c2
- AI research evidence record grok:1
- AI research evidence record google:omnius_service
- AI research evidence record anthropic:c2
- AI research evidence record anthropic:c4
- AI research evidence record google:omnius_service
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c3
- AI research evidence record grok:0
- AI research evidence record anthropic:c5
- AI research evidence record perplexity:c1
- AI research evidence record openai:c1
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c12
- AI research evidence record openai:c3
- AI research evidence record kimi:omnius_unclear_1
- AI research evidence record grok:0
- AI research evidence record anthropic:c6
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c7
- AI research evidence record google:digiconvo_review
- AI research evidence record anthropic:c6
- AI research evidence record anthropic:c4
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record grok:0
- AI research evidence record perplexity:c4
- AI research evidence record perplexity:c12
- AI research evidence record google:omnius_pricing_strategy
- AI research evidence record openai:c1
- AI research evidence record openai:c1
- AI research evidence record anthropic:c2
- AI research evidence record google:omnius_service
- AI research evidence record anthropic:c1
- AI research evidence record anthropic:c6
- AI research evidence record anthropic:c5
- AI research evidence record openai:c1
- AI research evidence record grok:0
- AI research evidence record perplexity:c1
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record perplexity:c4
- AI research evidence record anthropic:c6
- AI research evidence record anthropic:c3
- AI research evidence record anthropic:c5
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record kimi:trirank_comp
- AI research evidence record kimi:turboaudit_comp
- AI research evidence record deepseek:c1
- AI research evidence record kimi:georaiser_comp
- AI research evidence record deepseek:c4
- AI research evidence record kimi:viali_comp
- AI research evidence record deepseek:c3
- AI research evidence record openai:c1
- AI research evidence record perplexity:c4
- AI research evidence record grok:0
- AI research evidence record anthropic:c1
- AI research evidence record kimi:indexable_comp
- AI research evidence record kimi:aergos_comp
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:c2
- AI research evidence record kimi:omnius_unclear_1
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
- AI research evidence record grok:0
- AI research evidence record anthropic:c4
- AI research evidence record openai:c1
- AI research evidence record anthropic:c1
- AI research evidence record google:omnius_service
- AI research evidence record openai:c4
- AI research evidence record perplexity:c2
Verify this research
Review the study details behind this page or download the public machine-readable verification record.
- Study date
- September 18, 2026
- Platforms analyzed
- 7
- Source records
- 22
- Ranking mentions
- 2 of 7
- Platform share
- 29%
- Final consensus rank
- #5
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
5 independent · 17 company-owned
Evidence support
15 direct · 7 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 ac3c46ee2997aa50343bbf738c51d36890ebe6a96946b326db1b95bff802358d