# AI search visibility: choose the scope and the team Canonical page: https://globalleadindex.com/services/geo-ai-search/ Language: English. Site content date: 2026-09-12 > Define visibility as an observed sample of answers and citations, not a guaranteed source of customers. Service fieldbook Define visibility as an observed sample of answers and citations, not a guaranteed source of customers. [Compare relevant agencies](https://globalleadindex.com/services/geo-ai-search/#service-agencies) [Prepare the brief](https://globalleadindex.com/services/geo-ai-search/#brief) ## When this scope is useful Buyers investigate your category through AI answers and you have factual content worth citing. Fix basic crawlability and weak source material first. A special file cannot substitute for useful content. ## Questions that distinguish the team - Which prompts, languages and dates define the sample? - Are citations checked against the actual page? - How are answer observations separated from referral traffic? ## Inputs before work starts Published source material, factual claim register, audience questions and a repeatable sampling protocol. ## Three ways to scope the work These are buyer-side scope models, not an agency price list. Use the inputs, client responsibilities and exclusions below for each model. ### 01 / Diagnose **Work:** Audit access and factual consistency of core pages. **Handover:** Access and evidence gap report. ### 02 / Deliver a defined project **Work:** Improve selected source pages and record a baseline sample. **Handover:** Revised source pages and dated prompt sample. ### 03 / Manage and improve **Work:** Repeat the same observation protocol and investigate real referrals. **Handover:** Observation register with platform, prompt, date and cited URL. ## Acceptance and shared responsibility Another reviewer can reproduce the sampling procedure. Changed answers are documented without presenting a sample as total market share. ### Client responsibilities Approve product facts and make original supporting evidence accessible. ### What needs separate agreement Guaranteed citations, guaranteed answer positions and claimed revenue from untracked mentions are excluded. Ask for a cost estimate based on the actual access, production volume, integrations and review cadence. A comparable price requires the same scope. ### Take this into the brief ```text Service: AI search visibility Inputs: Published source material, factual claim register, audience questions and a repeatable sampling protocol. Acceptance: Another reviewer can reproduce the sampling procedure. Changed answers are documented without presenting a sample as total market share. Questions: Which prompts, languages and dates define the sample? Are citations checked against the actual page? How are answer observations separated from referral traffic? ``` ## Common buying questions **Does Google require a special AI file?** Its guidance says no additional AI file or special schema is needed. **Can a mention prove a visit?** No. Record observed mentions and actual referred visits separately. ## Evidence to examine Evidence review ## [Tensar: AI-related search clicks are not AI referrals](https://globalleadindex.com/cases/tensar-ai-keywords/) The useful distinction is the denominator: clicks for a selected keyword set are not a direct count of visits from an AI answer. Preserve the original label when comparing vendors. ## Sources and review date Sources read on: 2026-09-11. A source review is not an audit of the agency’s systems. - [developers.google.com/search/docs/appearance/ai-features ↗](https://developers.google.com/search/docs/appearance/ai-features) ## Related work [SEO](https://globalleadindex.com/services/seo/) [Marketing analytics](https://globalleadindex.com/services/marketing-analytics/) [Website development](https://globalleadindex.com/services/website-development/) ## Before choosing [How we assess evidence](https://globalleadindex.com/methodology/) [Compare agencies](https://globalleadindex.com/agencies/) ## Editorial selection for this scope Inclusion follows a public service description, not a service-specific score. Confirm the exact delivery scope in each source. 01 ### [Pickles team](https://globalleadindex.com/agencies/pickles-team/) Editorial pick Connected delivery International acquisition linking ads, landing pages, SEO and measurement. The agency describes event setup and CRM handoff. [Case analysis available](https://globalleadindex.com/cases/united-elite-handoff/) Agency-stated scope [Read profile](https://globalleadindex.com/agencies/pickles-team/) [Visit website ↗](https://pickles.team/global-lead-generation?utm_source=globalleadindex_com&utm_medium=referral&utm_campaign=agency_profile) 05 ### [Brainlabs](https://globalleadindex.com/agencies/brainlabs/) Paid acquisition Media and creative agency listing SEO, AI visibility, data and site experience. Measurement includes attribution and experiments. Request a relevant case and underlying records. Agency-stated scope [Read profile](https://globalleadindex.com/agencies/brainlabs/) [Visit website ↗](https://www.brainlabsdigital.com/) 07 ### [Impression](https://globalleadindex.com/agencies/impression/) Paid acquisition Performance marketing with SEO, paid media, analytics and conversion optimization; public case studies span different acquisition tasks. [Case analysis available](https://globalleadindex.com/cases/tensar-ai-keywords/) Agency-stated scope [Read profile](https://globalleadindex.com/agencies/impression/) [Visit website ↗](https://www.impressiondigital.com/us/) 09 ### [Powered by Search](https://globalleadindex.com/agencies/powered-by-search/) Paid acquisition B2B demand generation focused on paid acquisition and organic search. Request a relevant case and underlying records. Agency-stated scope [Read profile](https://globalleadindex.com/agencies/powered-by-search/) [Visit website ↗](https://www.poweredbysearch.com/) 11 ### [Animalz](https://globalleadindex.com/agencies/animalz/) Search & discovery Content marketing for SaaS companies, with search-focused content and research-led editorial work. Request a relevant case and underlying records. Agency-stated scope [Read profile](https://globalleadindex.com/agencies/animalz/) [Visit website ↗](https://www.animalz.co/) 12 ### [Siege Media](https://globalleadindex.com/agencies/siege-media/) Search & discovery Content-led SEO and generative-engine visibility; the site frames work around search discovery. Request a relevant case and underlying records. Agency-stated scope [Read profile](https://globalleadindex.com/agencies/siege-media/) [Visit website ↗](https://www.siegemedia.com/) 17 ### [New Breed](https://globalleadindex.com/agencies/new-breed/) Connected delivery HubSpot implementation and migration with CRM strategy, content, SEO, answer-engine optimization and paid advertising. Request a relevant case and underlying records. Agency-stated scope [Read profile](https://globalleadindex.com/agencies/new-breed/) [Visit website ↗](https://www.newbreedrevenue.com/) 19 ### [SmartBug Media](https://globalleadindex.com/agencies/smartbug-media/) Connected delivery HubSpot-centered delivery spanning marketing, sales, revenue operations, websites and integrations. Request a relevant case and underlying records. Agency-stated scope [Read profile](https://globalleadindex.com/agencies/smartbug-media/) [Visit website ↗](https://www.smartbugmedia.com/) 21 ### [WebFX](https://globalleadindex.com/agencies/webfx/) Connected delivery Broad digital marketing scope including search, email management, CRM integrations and conversion optimization. Request a relevant case and underlying records. Agency-stated scope [Read profile](https://globalleadindex.com/agencies/webfx/) [Visit website ↗](https://www.webfx.com/) 22 ### [Wpromote](https://globalleadindex.com/agencies/wpromote/) Connected delivery Integrated media, creative, data and strategy; AI search and lifecycle marketing appear as dedicated solutions. Request a relevant case and underlying records. Agency-stated scope [Read profile](https://globalleadindex.com/agencies/wpromote/) [Visit website ↗](https://www.wpromote.com/) 24 ### [Seer Interactive](https://globalleadindex.com/agencies/seer-interactive/) Measurement & conversion Search, paid media and analytics with listed CRO and AI consulting capabilities. Request a relevant case and underlying records. Agency-stated scope [Read profile](https://globalleadindex.com/agencies/seer-interactive/) [Visit website ↗](https://www.seerinteractive.com/) Editorial consideration ## When to consider Pickles [Read the evidence in the profile](https://globalleadindex.com/agencies/pickles-team/) Pickles describes ads, landing pages and measurement in one international acquisition scope. It may fit a team that wants these responsibilities coordinated. Ask for a relevant case and test records before agreeing the scope. [Discuss the scope with Pickles ↗](https://pickles.team/?utm_source=globalleadindex_com&utm_medium=referral&utm_campaign=service_geo_ai_search)