Answer Capsule
AI Search Optimization Agency is a reasonable fit for a company that wants a low-cost, one-time AI search baseline before signing a GEO agency contract, but it is not a complete solution. Two of the seven platforms named it during the ranking stage, at an average listed rank of 2.0. The strongest reason to consider it is the $290 Pro Audit, which is company-reported to test 30 custom prompts across five or six AI engines, map competitor citations, and review entity and schema readiness. The main limitation is that no independent source reviewed here validates its methodology, accuracy, or repeatability, and the audit is a one-time snapshot rather than ongoing measurement.
Research Snapshot
| Field | Value |
|---|---|
| Platform mentions in ranking stage | 2 of 7 platforms (google, grok) |
| Share of included platform responses | 28.6% |
| Average listed rank | 2.0 |
| Best listed rank | 2 |
| Relevant product/model/plan | GEO Audit (Pro Tier) / Pro Audit; Starter Audit |
| Overall use-case fit | Good, with verification required |
| Research date | 2026-09-18 |
Why AI Search Optimization Agency Qualified for This Study
Questions This Section Answers
- Is AI Search Optimization Agency a good choice for a baseline AI search audit before hiring a GEO agency?
- How many AI platforms recommended AI Search Optimization Agency for pre-agency AI search audits?
AI Search Optimization Agency qualified because it sells a productized audit that maps directly onto the pre-agency baseline use case, and because two platforms named it during ranking discovery. Google and Grok both listed it at rank 2 [1]. The remaining five platforms evaluated its fit without naming it in the ranking stage, so the 28.6% share reflects ranking-stage mentions only, not the total number of platforms that assessed it.
The company's own materials describe a fixed-price audit covering six AI platforms, with a starting price of $99 and no sales call required [3]. That positioning is unusually close to what this use case asks for: a documented starting point captured before an agency contract begins.
Qualification here means the entity was eligible for evaluation, not that it was proven effective. Every substantive claim about scope, deliverables, and turnaround traces back to company-owned pages. The study's citation base is heavily company-owned, and no independent source reviewed for this report confirms audit quality, accuracy, or customer outcomes.
The Product, Model, Plan, or Service Most Relevant to AI Search Audits Before Hiring a GEO Agency
Questions This Section Answers
- Which AI Search Optimization Agency plan is best for a buyer who needs a documented pre-agency baseline?
- Does the AI Search Optimization Agency Pro Audit include competitor citation mapping and entity or schema analysis?
The relevant offering is the GEO Audit, sold in two tiers: a Starter Audit at $99 and a Pro Audit at $290, both described as one-time purchases [5]. The Pro tier is the one that matches this use case.
Company-reported Pro tier scope includes 30 custom prompts, competitor gap analysis, and an entity and schema walkthrough [7]. The Starter tier is materially narrower, described as 10 prompts across three engines [8]. Delivery is stated as three business days for Starter and five for Pro [9].
Naming is inconsistent across sources. The ranking-stage label reads "GEO Audit (Pro Tier)," while the dedicated product page uses "Pro Audit" or "AI Search Audit" [10]. Buyers should confirm the exact SKU at checkout rather than assuming the labels are interchangeable.
Engine coverage is also inconsistent. Some descriptions state five engines; others state six platforms including Claude [11]. This is a scope question with real consequences for a baseline, because a five-engine and six-engine baseline are not directly comparable.
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree on about AI Search Optimization Agency for pre-agency AI search audits?
- Is the AI Search Optimization Agency audit contract-free and priced as a one-time purchase?
Platforms broadly agreed on price, structure, and positioning. Six of the seven platform responses describe a one-time, contract-free purchase with no discovery call, and the same two price points recur: $99 Starter and $290 Pro [12].
They also agreed the audit is positioned as a baseline rather than an ongoing service. Grok described it as a standalone one-time audit to establish visibility before optimization or agency engagement [15]. OpenAI framed the Pro tier as aligned with a pre-agency benchmark [18].
A third area of agreement is that the audit is not independently validated. OpenAI, Anthropic, DeepSeek, Perplexity, and Kimi all flagged the absence of independent verification, customer reviews, or third-party validation [18]. That is a limitation finding, not a quality finding, and it should not be read as evidence the audit is poor.
Agreement among platforms reflects shared source material more than independent confirmation. Most of what the platforms repeated traces back to the same company-owned pages.
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Why do AI platforms disagree about whether AI Search Optimization Agency is a strong fit for pre-agency audits?
- Is the AI Search Optimization Agency audit independently verified or company-reported only?
Fit ratings diverged sharply. Google and Grok rated the fit "strong" [20]. OpenAI, Anthropic, and DeepSeek rated it "good" [22]. Perplexity rated it "mixed," citing insufficient public evidence to confirm audit rigor [25]. Kimi rated it "uncertain," stating that no independent source in its research mentioned the entity at all [26].
That spread is the single most important finding in this review. It is not a minor scoring difference; it ranges from strong endorsement to an inability to verify the company exists as described.
Kimi also raised a price-positioning concern. It noted that the claimed $99–$290 pricing sits well below independently documented 2026 audit pricing, which it listed as Marden SEO at $500, Resonate Labs at $850, Discovered Labs at roughly €4,370, and Layer3 Labs at $3,000–$10,000 [27]. Anthropic reached a similar conclusion from the opposite direction, describing the pricing as 80–95% below market and therefore accessible [31]. The same fact produced both a positive and a cautionary reading.
Unresolved uncertainties include whether the audit covers technical crawl assessment or only prompt-level visibility, whether reports are exportable and archivable for later comparison, whether competitor analysis captures citation sources or only brand mentions, and whether the 30-prompt scope extends to vertical-specific AI tools [34].
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Does AI Search Optimization Agency measure AI recommendation visibility, citations, and competitor performance for a pre-agency baseline?
- Can the AI Search Optimization Agency audit be re-run later to compare a GEO agency's performance against the baseline?
The Pro Audit maps onto most of the stated baseline criteria, according to company-reported scope. Multi-platform visibility testing, competitor citation mapping, entity and schema review, and a ranked action plan are all described on the company's pages [36].
Competitor performance is addressed through a competitor gap report covering up to five named competitors [36]. Citation architecture is addressed through entity and schema walkthroughs and citation-source analysis [38]. Source gaps are addressed through identification of winnable prompts, thin authority pages, and competitor citation advantages [40].
The weakest area is repeatability. Independent guidance holds that a baseline is only useful if the same prompt set can be re-run later to measure agency impact [41]. The company's public materials do not promise persistent monitoring, historical trend data, API access, or raw response archives [36]. Without those, the baseline may be a single snapshot rather than a measurement instrument.
Independent sources also emphasize that AI engines retrieve and cite differently from one another, so a single-platform check is not a substitute for cross-platform testing [45]. The Pro tier's multi-engine scope is directionally consistent with that guidance.
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does the AI Search Optimization Agency Pro Audit cost, and are there setup or cancellation fees?
- What ongoing costs should a buyer expect after the one-time AI Search Optimization Agency audit?
Published pricing is $99 one-time for the Starter Audit and $290 one-time for the Pro Audit, with no contract, no minimum commitment, and online ordering [48].
Several cost items are unresolved. Fast-track delivery is offered for an additional fee, but the amount is not publicly stated [53]. Taxes, payment-processing charges, and currency-conversion costs for a US buyer are not disclosed [53]. Refund, cancellation-after-order, revision, and dispute terms could not be confirmed because the terms page required verification during research [54].
The terms page excerpt that was retrieved states that packages are fixed-price, invoices are due upon receipt, monthly campaigns are billed by subscription, and methodologies and playbooks remain the intellectual property of AI Search Optimization Agency unless a white-label agreement says otherwise (official:C3). That intellectual-property clause matters for a baseline buyer, because it bears on whether the audit artifacts can be reused or shared with a competing agency.
For context, independent market reporting places one-time GEO audits across a wide range: $500–$2,000 for AI visibility audits, $1,000–$4,000 for one-off audits, and $1,500–$5,000 for one-time GEO audits [55]. Kimi's higher figures for named providers are noted above. The company's price sits at the bottom of every published range reviewed here.
Ongoing cost is a separate consideration. The company also sells monthly packages, with the retrieved home page listing tiers at $499, $999, and $3,490 per month and describing monthly packages in a $590–$3,490 range (official:C1). A buyer who wants post-baseline tracking may end up in a subscription even though the audit itself is one-time.
Best Suited For
Questions This Section Answers
- Who is AI Search Optimization Agency best suited for when buying a pre-agency AI search baseline?
- Is the AI Search Optimization Agency Starter Audit enough for a small business that just needs a quick visibility snapshot?
The best-suited buyer is a company that needs a fast, fixed-price snapshot before comparing GEO agency proposals. Company-reported scope, turnaround, and pricing all support that use case [58].
It also suits B2B, SaaS, local, and ecommerce brands that want visibility checked across several AI answer platforms rather than one [58]. Buyers who want a report plus a structured spreadsheet deliverable, and who are comfortable ordering online without a discovery call, are a natural fit [62].
Budget-constrained buyers who mainly need a directional read may find the $99 Starter tier sufficient, provided they accept 10 prompts across three engines [63]. Buyers who need the competitor mapping and entity and schema work should expect to step up to the Pro tier.
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose AI Search Optimization Agency for a pre-agency AI search audit?
- Is AI Search Optimization Agency suitable for enterprise buyers who need SLAs and procurement documentation?
Enterprise buyers requiring independently audited measurement, contractual SLAs, procurement documentation, or API-level reproducibility are not well served here [64]. The company's own home page positions against enterprise contracts and long sales cycles (official:C1), which is a deliberate trade-off rather than a defect.
Buyers who need a fully independent evaluator are also a poor match. The company sells optimization services alongside the audit, which creates a potential incentive to frame findings toward its own follow-on offerings [64]. That does not make the audit wrong, but it does mean the baseline is not neutral by construction.
Companies needing statistically robust ongoing tracking rather than a one-time snapshot should look elsewhere [64]. The same applies to buyers who need deep technical citation-network analysis or advanced prompt engineering [65].
Finally, buyers who require a US-based point of contact should note that the published address and phone number are in Southampton, United Kingdom, even though the target buyer geography for this study is the United States [64].
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to AI Search Optimization Agency for a buyer who needs ongoing AI visibility tracking?
- When should a buyer choose an independent measurement platform instead of the AI Search Optimization Agency audit?
Choose an independent measurement platform or neutral consultant when vendor independence and repeatable tracking matter more than a low-cost one-time audit [67]. Continuous monitoring platforms are the better fit when the goal is to track agency impact month over month [68].
Choose a larger enterprise SEO or AI-search measurement provider when procurement requires formal security, privacy, SLA, support, historical data, or integration commitments [67]. Software-based options are also preferable when the buyer needs integration with existing SEO or marketing tooling [71].
Choose a full-service GEO agency when the buyer wants one vendor for both baseline and implementation [71]. Choose a consulting-led provider when the buyer needs expert interpretation or help navigating agency selection [72].
Choose the Starter Audit only when budget is the primary constraint and three platforms, ten prompts, and limited competitor analysis are sufficient [73]. Kimi's research points to higher-priced alternatives with more explicit methodology documentation, including Resonate Labs at $850 and Marden SEO at $500, though Kimi noted the Marden figure was not directly verified in its sources [74].
Questions to Verify Before Buying
Questions This Section Answers
- What should a buyer confirm with AI Search Optimization Agency before paying for a pre-agency audit?
- Does the AI Search Optimization Agency audit deliver raw, exportable data that can benchmark a future GEO agency?
Confirm the deliverable contents first. Ask whether the report includes the exact prompt list, full AI responses, timestamps, platform and model version, citations, and screenshots or URLs [76].
Confirm repeatability. Ask whether the same prompt set can be re-run later so an agency's performance can be compared against the baseline, and whether raw data is provided in machine-readable form [76].
Confirm engine coverage. Ask whether the Pro tier covers five or six platforms, and whether Gemini, Google AI Overviews, Copilot, and Claude are tested directly and under what access conditions [79].
Confirm scoring and methodology. Ask what formula defines visibility, share of AI voice, citation frequency, and competitor advantage, and whether the entity and schema review is automated, manual, or hybrid [76].
Confirm commercial terms. Ask about refund, cancellation, data retention, confidentiality, security, taxes, currency conversion, and the fast-track fee [81].
Confirm US suitability. Ask how results are localized for US buyers, including location, language, personalization, and account status [76].
Final AI Consensus Verdict
The consensus is a qualified yes. AI Search Optimization Agency is a defensible low-cost option for capturing a documented AI search baseline before hiring a GEO agency, and two platforms named it during ranking discovery at an average listed rank of 2.0 [83].
The consensus is not unanimous. Fit ratings ranged from strong to uncertain across the seven platforms, and the disagreement centers on evidence quality rather than on price or scope [83].
The practical reading is this: the $290 Pro Audit is cheap enough to buy as a starting point, but it should not be treated as a procurement-grade measurement instrument without written confirmation of prompt lists, raw data export, engine coverage, scoring method, and terms. Buyers who need defensible, repeatable measurement for a high-stakes agency selection should pair it with an independent tracking platform or choose a provider with documented methodology.
How This Review Was Produced
This review was produced from seven AI platform responses collected for the topic "Best AI Search Audits Before Hiring a GEO Agency," using the run research date of 2026-09-18. Each platform independently assessed whether AI Search Optimization Agency fit the use case of capturing a baseline AI search audit before hiring a GEO agency.
Platform mentions in the ranking stage were counted separately from fit assessments. Only platforms that named the entity during ranking discovery are counted in the mention total, which is why the mention count is lower than the number of platforms that evaluated fit.
All factual claims about the company's products, pricing, scope, and terms come from the citations supplied in the platform responses. Company-owned pages dominate the citation base. No personal testing, customer interviews, or independent verification was performed for this review.
Methodology Limitations
Several limitations apply. Company-owned citations materially outnumber independent citations, so most product claims are company-reported rather than independently verified.
Platform-reported research dates differ from the authoritative run date. DeepSeek's response carries a research date of 2026-05-07, while the remaining platforms and the run itself are dated 2026-09-18. Platform-reported dates are provenance metadata and do not independently prove freshness.
The supplied URLs were collected from platform responses and were not independently validated at the writing stage. The company's terms page required verification during research and could not be fully read, so refund, privacy, data-retention, liability, and dispute provisions remain unconfirmed [90].
Kimi reported finding no independent source that mentioned the entity at all, which is a materially different evidentiary position from the other platforms and is preserved here rather than averaged away [91].
Agreement among platforms reflects shared source material more than independent confirmation. Platform agreement is not evidence of product quality, and nothing in this review should be read as a guarantee of audit accuracy, repeatability, or outcomes.
Explore more ai search audits market intelligence guidance in the category directory.
Sources
Company-Owned Sources
- AEO Audit Pro | Answer Engine Optimization Auditing: https://aeoaudit-pro.com/
- AI Search Optimization Agency: https://aisearchoptimization.agency/
- AI Search Audit. See Where You're Invisible: https://aisearchoptimization.agency/ai-search-audit/
- My Blog - Best AI Search Optimization Agencies: https://aisearchoptimization.agency/blog/best-agencies/
- GEO Audit Services: Know Exactly How AI Engines See Your Brand - AI Search Optimization Agency: https://aisearchoptimization.agency/geo-audit/
- GEO Audit Services: Know Exactly How AI Engines See Your Brand: https://aisearchoptimization.agency/services/geo-audit/
- Terms of Service: https://aisearchoptimization.agency/terms/
- GEO audit: what generative engine optimization audit covers in 2026: https://discoveredlabs.com/blog/geo-audit-what-generative-engine-optimization-audit-covers
- GEO Vendor RFP & Scorecard: How to Evaluate a GEO Agency: https://resonatelabs.co/compare/geo-vendor-rfp/
- The 12 Best Generative Engine Optimization (GEO) Agencies of 2026 | Digital Elevator: https://thedigitalelevator.com/blog/best-generative-engine-optimization-geo-agencies/
- GEO Audit Services | Improve Your AI Readiness: https://www.position.digital/services/geo-audit/
- AI Search Optimization Services & GEO Services | WebFX: https://www.webfx.com/seo/services/ai-search-optimization/
Additional AI research evidence91 records
- AI research evidence record google:1.1.1
- AI research evidence record grok:web:1
- AI research evidence record openai:home_page
- AI research evidence record grok:web:0
- AI research evidence record anthropic:7-1
- AI research evidence record grok:web:1
- AI research evidence record anthropic:7-5
- AI research evidence record anthropic:7-4
- AI research evidence record anthropic:7-6
- AI research evidence record openai:audit_page
- AI research evidence record google:1.3.9
- AI research evidence record anthropic:7-1
- AI research evidence record anthropic:7-2
- AI research evidence record anthropic:7-3
- AI research evidence record grok:web:1
- AI research evidence record perplexity:c1
- AI research evidence record deepseek:c1
- AI research evidence record openai:audit_page
- AI research evidence record kimi:unverified-entity-info
- AI research evidence record google:1.1.1
- AI research evidence record grok:web:1
- AI research evidence record openai:audit_page
- AI research evidence record anthropic:7-1
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record kimi:unverified-entity-info
- AI research evidence record kimi:lyvia-geo-agency-pricing
- AI research evidence record kimi:resonatelabs-geo-vendor-rfp
- AI research evidence record kimi:discoveredlabs-geo-audit
- AI research evidence record kimi:layer3labs-geo-services
- AI research evidence record anthropic:2-2
- AI research evidence record anthropic:6-2
- AI research evidence record anthropic:9-2
- AI research evidence record anthropic:7-14
- AI research evidence record anthropic:7-15
- AI research evidence record openai:audit_page
- AI research evidence record anthropic:7-10
- AI research evidence record anthropic:7-15
- AI research evidence record grok:web:1
- AI research evidence record anthropic:7-14
- AI research evidence record anthropic:38-1
- AI research evidence record anthropic:38-2
- AI research evidence record anthropic:38-3
- AI research evidence record anthropic:7-1
- AI research evidence record anthropic:43-5
- AI research evidence record anthropic:43-6
- AI research evidence record anthropic:43-7
- AI research evidence record anthropic:7-1
- AI research evidence record anthropic:7-2
- AI research evidence record anthropic:7-3
- AI research evidence record grok:web:1
- AI research evidence record perplexity:c1
- AI research evidence record openai:audit_page
- AI research evidence record openai:terms_page
- AI research evidence record anthropic:2-2
- AI research evidence record anthropic:9-2
- AI research evidence record anthropic:6-2
- AI research evidence record openai:audit_page
- AI research evidence record anthropic:7-6
- AI research evidence record grok:web:1
- AI research evidence record anthropic:7-5
- AI research evidence record anthropic:7-3
- AI research evidence record anthropic:7-4
- AI research evidence record openai:audit_page
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:7-1
- AI research evidence record openai:audit_page
- AI research evidence record anthropic:38-1
- AI research evidence record anthropic:38-2
- AI research evidence record anthropic:38-3
- AI research evidence record anthropic:4-2
- AI research evidence record anthropic:24-2
- AI research evidence record anthropic:7-4
- AI research evidence record kimi:resonatelabs-geo-vendor-rfp
- AI research evidence record kimi:lyvia-geo-agency-pricing
- AI research evidence record openai:audit_page
- AI research evidence record kimi:marqops-geo-services
- AI research evidence record anthropic:38-1
- AI research evidence record google:1.3.9
- AI research evidence record anthropic:7-15
- AI research evidence record openai:terms_page
- AI research evidence record anthropic:7-3
- AI research evidence record google:1.1.1
- AI research evidence record grok:web:1
- AI research evidence record openai:audit_page
- AI research evidence record anthropic:7-1
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record kimi:unverified-entity-info
- AI research evidence record openai:terms_page
- AI research evidence record kimi:unverified-entity-info
Independent Sources
- Hiring a Generative Engine Optimization Agency in 2026: The Scrape-to-Cite Diff That Separates Real GEO Shops From Rebranded SEO Decks: https://elevarus.com/generative-engine-optimization-agency-buyer-guide/
- GEO Agency Guide: How to Offer AI Search Optimization Services in 2026 - LLM Pulse: https://llmpulse.ai/blog/geo-agency-guide/
- What does a GEO agency do — deliverables and pricing: https://lyv-ia.com/en/articles/what-does-a-geo-agency-do
- AEO and GEO Pricing in 2026: What AI Search Optimization Costs | OutreachBloom: https://outreachbloom.com/aeo-geo-pricing-guide/
- GEO Audit: What It Is and Why Your Brand Needs One | Entlify: https://www.entlify.com/blog/geo-audit
- GEO Services: What to Look For in a Provider (2026: https://www.layer3labs.io/guides/generative-engine-optimization-services
- Generative Engine Optimization Services: Buyer's Guide: https://www.marqops.com/blog/generative-engine-optimization-services
- The Ultimate GEO Checklist: 10 Steps to Optimize Your Brand | Onely: https://www.onely.com/blog/generative-engine-optimization-geo-checklist-optimize/
- How Much Do Marketing Agencies Charge For AIO, GEO, And SEO In 2026? | Young Company: https://youngcompany.com/knowledge-base/how-much-do-marketing-agencies-charge-for-aio-geo-and-seo-in-2026/
Additional AI research evidence91 records
- AI research evidence record google:1.1.1
- AI research evidence record grok:web:1
- AI research evidence record openai:home_page
- AI research evidence record grok:web:0
- AI research evidence record anthropic:7-1
- AI research evidence record grok:web:1
- AI research evidence record anthropic:7-5
- AI research evidence record anthropic:7-4
- AI research evidence record anthropic:7-6
- AI research evidence record openai:audit_page
- AI research evidence record google:1.3.9
- AI research evidence record anthropic:7-1
- AI research evidence record anthropic:7-2
- AI research evidence record anthropic:7-3
- AI research evidence record grok:web:1
- AI research evidence record perplexity:c1
- AI research evidence record deepseek:c1
- AI research evidence record openai:audit_page
- AI research evidence record kimi:unverified-entity-info
- AI research evidence record google:1.1.1
- AI research evidence record grok:web:1
- AI research evidence record openai:audit_page
- AI research evidence record anthropic:7-1
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record kimi:unverified-entity-info
- AI research evidence record kimi:lyvia-geo-agency-pricing
- AI research evidence record kimi:resonatelabs-geo-vendor-rfp
- AI research evidence record kimi:discoveredlabs-geo-audit
- AI research evidence record kimi:layer3labs-geo-services
- AI research evidence record anthropic:2-2
- AI research evidence record anthropic:6-2
- AI research evidence record anthropic:9-2
- AI research evidence record anthropic:7-14
- AI research evidence record anthropic:7-15
- AI research evidence record openai:audit_page
- AI research evidence record anthropic:7-10
- AI research evidence record anthropic:7-15
- AI research evidence record grok:web:1
- AI research evidence record anthropic:7-14
- AI research evidence record anthropic:38-1
- AI research evidence record anthropic:38-2
- AI research evidence record anthropic:38-3
- AI research evidence record anthropic:7-1
- AI research evidence record anthropic:43-5
- AI research evidence record anthropic:43-6
- AI research evidence record anthropic:43-7
- AI research evidence record anthropic:7-1
- AI research evidence record anthropic:7-2
- AI research evidence record anthropic:7-3
- AI research evidence record grok:web:1
- AI research evidence record perplexity:c1
- AI research evidence record openai:audit_page
- AI research evidence record openai:terms_page
- AI research evidence record anthropic:2-2
- AI research evidence record anthropic:9-2
- AI research evidence record anthropic:6-2
- AI research evidence record openai:audit_page
- AI research evidence record anthropic:7-6
- AI research evidence record grok:web:1
- AI research evidence record anthropic:7-5
- AI research evidence record anthropic:7-3
- AI research evidence record anthropic:7-4
- AI research evidence record openai:audit_page
- AI research evidence record deepseek:c1
- AI research evidence record anthropic:7-1
- AI research evidence record openai:audit_page
- AI research evidence record anthropic:38-1
- AI research evidence record anthropic:38-2
- AI research evidence record anthropic:38-3
- AI research evidence record anthropic:4-2
- AI research evidence record anthropic:24-2
- AI research evidence record anthropic:7-4
- AI research evidence record kimi:resonatelabs-geo-vendor-rfp
- AI research evidence record kimi:lyvia-geo-agency-pricing
- AI research evidence record openai:audit_page
- AI research evidence record kimi:marqops-geo-services
- AI research evidence record anthropic:38-1
- AI research evidence record google:1.3.9
- AI research evidence record anthropic:7-15
- AI research evidence record openai:terms_page
- AI research evidence record anthropic:7-3
- AI research evidence record google:1.1.1
- AI research evidence record grok:web:1
- AI research evidence record openai:audit_page
- AI research evidence record anthropic:7-1
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c1
- AI research evidence record kimi:unverified-entity-info
- AI research evidence record openai:terms_page
- AI research evidence record kimi:unverified-entity-info
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
- 21
- 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
9 independent · 12 company-owned
Evidence support
19 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 39dd6d08e69d5c0df05efff7a9c2aebc65cd4b0f2c1c841c22afd1ca44891246