Choosing the right path to AI visibility
There is no single right answer for every team. This page exists so you can pick with the tradeoffs in front of you rather than a pitch deck.
| Criteria | AI SEO Agency | Traditional SEO agency | In-house generalist | Visibility tools |
|---|---|---|---|---|
| Primary objective | Be included and quoted inside generated answers | Rank pages in a list of results | Depends on the generalist who has capacity | Dashboard visibility without execution |
| Measurement | Fixed prompt panel across five engines plus AI referral revenue | Rankings, impressions and organic sessions | Whatever the existing analytics stack exposes | Citation counts in one or two models |
| Technical work | Crawler policy, rendering, index hygiene, schema and entity graph | Core Web Vitals and index coverage | Reactive fixes between launches | None — recommendations only |
| Content model | Answer-first pages with citable data and corroboration | Keyword-targeted articles and landing pages | Product and campaign content | Template briefs |
| Speed to first result | 2-4 weeks for eligibility, 60-90 days for citation share | 3-6 months for meaningful ranking movement | Unpredictable | Immediate reporting, no outcome |
| Best fit | Competitive categories where buyers research with AI | Broad visibility programs | Early validation with an internal champion | Teams already executing a program internally |
The scope you are actually comparing
Agencies rarely quote like for like. This is the full scope of a growth retainer, so you can map it against any other proposal.
Answer engine optimization
- Answer coverage map: every question in your category, who owns it today, and where you are eligible to win it
- Prompt panel tracking across ChatGPT, Perplexity, Gemini, Copilot and AI Overviews, measured monthly
- Citation engineering for passages, tables and statistics that models quote verbatim
- Entity disambiguation so every model resolves your brand, products and people correctly
Technical SEO
- Full crawl, log and render audit with a prioritised fix list
- AI crawler policy review (GPTBot, OAI-SearchBot, PerplexityBot, Google-Extended) aligned with your visibility goals
- Index hygiene: canonicals, redirect chains, parameter handling and internal link equity
- Core Web Vitals and rendering fixes for the templates that matter commercially
Schema & entities
- Entity model for the organisation, products, people, locations and services you want recognised
- Schema deployment: Organization, Product, Offer, FAQ, Article, HowTo, Review and Breadcrumb coverage
- Wikidata and knowledge-panel alignment where the category allows it
- Machine-readable fact sheets: pricing, specifications, comparisons and statistics in citable formats
Content & authority
- Answer-first content engine: briefs, drafts, expert review and update cadence
- Original research, benchmarks and data studies designed to be cited
- Digital PR and source placement on publications models already retrieve from
- Review, comparison and directory presence for commercial prompts
Three questions we get asked
Can we run this alongside an existing SEO agency?
Yes, and most clients do. The two programs share a technical foundation but measure different outcomes. We hand your SEO partner the eligibility fixes that help both, and keep citation engineering separate.
Do we need a visibility tool as well?
Not to start. Dashboards are useful once a program is running, but reporting a problem is not the same as fixing it. Our monthly panel already reports the metrics a tool would show, alongside the work that moved them.
When does in-house make more sense?
If you already have a specialised SEO and content team with capacity for entity work and digital PR, an in-house program can work. We are most useful when the category is competitive, the retrieval layer is broken, or nobody owns the answer layer end to end.
Find out what AI says about your brand
Run the free AI visibility report: we check a panel of buyer prompts across ChatGPT, Perplexity, Gemini, Copilot and Google AI Overviews, then send you the citation gaps worth fixing first.