# AI search visibility for a new market: choosing a team | Marketfield Index > Make your evidence accessible and observe how search answers cite it. Source: https://globalagenciesindex.com/services/geo-ai-search/ Language: en Source review date: 2026-09-11 Service field guide Make your evidence accessible and observe how search answers cite it. [Compare relevant agencies](https://globalagenciesindex.com/services/geo-ai-search/#shortlist) ## When this work is useful Use as a bounded research and content task when customers ask questions that your public evidence can answer. Fix ordinary content access problems first. Visibility observations are not a predictable acquisition channel. ### Prepare these inputs Public evidence, a question set, baseline observations, language scope and a content owner. ## How to assess a team Ask how prompts, dates, systems and citations are logged, and what would count as an inconclusive result. Reject promises of guaranteed mentions. ### Start with the dependency [SEO](https://globalagenciesindex.com/services/seo/) [Website development](https://globalagenciesindex.com/services/website-development/) [Marketing analytics](https://globalagenciesindex.com/services/marketing-analytics/) [Check launch readiness](https://globalagenciesindex.com/#readiness) ## An editorial shortlist Included because the cited agency sources describe relevant capabilities. This is not a service performance ranking; confirm the scope for your particular market. 05 ### [Brainlabs](https://globalagenciesindex.com/agencies/brainlabs/) [Agency website](https://www.brainlabsdigital.com/) Useful to assess when media decisions need a measurement plan across channels. SEO / AI search visibility / Marketing analytics 11 ### [Impression](https://globalagenciesindex.com/agencies/impression/) [Agency website](https://www.impressiondigital.com/us/) Consider for an evidence-led market test where search and paid-media findings must meet. SEO / AI search visibility / Conversion rate optimization 18 ### [Seer Interactive](https://globalagenciesindex.com/agencies/seer-interactive/) [Agency website](https://www.seerinteractive.com/) Assess when a launch needs a shared evidence base for search, media and site decisions. SEO / AI search visibility / Marketing analytics 19 ### [Single Grain](https://globalagenciesindex.com/agencies/single-grain/) [Agency website](https://www.singlegrain.com/) Review when a team needs to distinguish AI-search experiments from established acquisition work. SEO / AI search visibility / TikTok Ads 21 ### [Tinuiti](https://globalagenciesindex.com/agencies/tinuiti/) [Agency website](https://tinuiti.com/) Assess when a consumer launch has several media channels and needs an agreed measurement approach. Meta Ads / TikTok Ads / SEO [See every matching profile](https://globalagenciesindex.com/agencies/#service=geo-ai-search) ## Ways to scope the work Use these formats to request a comparable proposal. They are editorial brief structures, not quoted products or prices. ### Readiness review **Inputs**: Public evidence, a question set, baseline observations, language scope and a content owner. **Work**: Inspect and prioritize: Accessibility review, evidence gaps, controlled observations and focused content improvements. **Handover**: A prioritized findings report and a launch acceptance plan. **Client responsibilities**: Provide access and factual expertise, name a reviewer and approve the scope and dependencies. **Acceptance**: Every finding has an example, owner and proposed acceptance test. **Exclusions**: Special AI files are not a guarantee of inclusion. Rankings, citations and answer wording remain outside an agency’s control. ### Defined launch **Inputs**: Public evidence, a question set, baseline observations, language scope and a content owner. **Work**: Implement the agreed scope: Accessibility review, evidence gaps, controlled observations and focused content improvements. **Handover**: Question protocol, dated answer and citation log, source improvements and limitations memo. **Client responsibilities**: Provide access and factual expertise, name a reviewer and approve the scope and dependencies. **Acceptance**: Another reviewer can repeat the observation protocol and distinguish a citation change from a measurement change. **Exclusions**: Special AI files are not a guarantee of inclusion. Rankings, citations and answer wording remain outside an agency’s control. ### Ongoing development **Inputs**: Public evidence, a question set, baseline observations, language scope and a content owner. **Work**: Review observations and maintain: Accessibility review, evidence gaps, controlled observations and focused content improvements. **Handover**: An updated work log, approved changes and a next-cycle decision. **Client responsibilities**: Provide access and factual expertise, name a reviewer and approve the scope and dependencies. **Acceptance**: Another reviewer can repeat the observation protocol and distinguish a citation change from a measurement change. **Exclusions**: Special AI files are not a guarantee of inclusion. Rankings, citations and answer wording remain outside an agency’s control. ### What affects the estimate The number of markets and languages, existing asset quality, integrations, production volume, review capacity and handover depth. Request separate lines for agency work, media and external fees. ## Evidence to inspect No dedicated case analysis for this service is available in this edition. The source below supports the described platform or service context, not a guaranteed delivery result. [Primary reference for this guide](https://developers.google.com/search/docs/appearance/ai-features) ## A brief you can use Adapt the text to your project Market and audience: Business problem: Existing inputs: Public evidence, a question set, baseline observations, language scope and a content owner. Requested output: Question protocol, dated answer and citation log, source improvements and limitations memo. Acceptance: Another reviewer can repeat the observation protocol and distinguish a citation change from a measurement change. Client owner: Dependencies and exclusions: Special AI files are not a guarantee of inclusion. Rankings, citations and answer wording remain outside an agency’s control. ## Questions before commissioning ### Is llms.txt required to appear in Google AI features? Google says special AI text files or special schema are not required for its AI features. Focus on accessible, useful pages and supported evidence. ### What should be accepted first? Another reviewer can repeat the observation protocol and distinguish a citation change from a measurement change. A closer look ## A coordinated launch with Pickles? A dedicated Pickles case for this service was not established in this review. Its broader launch work can be discussed as a related scope; ask for service-specific evidence before selecting a team. [Discuss your brief](https://pickles.team/?utm_source=globalagenciesindex_com&utm_medium=referral&utm_campaign=service_geo_ai_search) [Read the evidence first](https://globalagenciesindex.com/agencies/pickles-team/) ## Primary sources - [https://developers.google.com/search/docs/appearance/ai-features](https://developers.google.com/search/docs/appearance/ai-features) - [https://www.brainlabsdigital.com/](https://www.brainlabsdigital.com/) - [https://www.impressiondigital.com/us/](https://www.impressiondigital.com/us/) - [https://www.seerinteractive.com/](https://www.seerinteractive.com/) - [https://www.singlegrain.com/](https://www.singlegrain.com/) - [https://tinuiti.com/](https://tinuiti.com/)