AI answers the question before the click
Buyers ask ChatGPT or Perplexity and get a synthesized answer. If you’re not in it, you’re invisible — and your organic traffic quietly erodes.
The $1B GEO market, explained →Be the answer
Be the answer
AI gives.
Your buyers are asking ChatGPT, Claude, Perplexity, and Google AI Overviews which vendor to choose — before they ever reach your site.Word of GPT measures whether you show up, then engineers the content and distribution to win those answers.
$3k–$7k audit · 5 engines · 200+ prompts · delivered in ~1 week
AI Share of Voice
when buyers ask AI: “best CRM for B2B sales teams”
You Competitors
Illustrative data — your audit shows your real numbers.
Tracked across every major answer engine
- ChatGPT
- Claude
- Perplexity
- Gemini
- Google AI Overviews
- $1B+
- GEO market size in 2025and growing fast
- 45%
- annual growth rate (CAGR)of the GEO category
- 5
- AI engines we trackChatGPT to AI Overviews
- 200+
- buyer-intent prompts per auditsampled over 14 days
Why this is urgent
Search moved into the answer. Most brands didn’t notice.
The shift from ten blue links to a single AI answer is the biggest change in discovery since Google launched. Here’s what it breaks.
A handful of URLs decide who gets recommended
60–80% of citations in a category trace back to roughly 20 sources — Reddit threads, G2, Wikipedia, specific Substacks. Own those, own the answer.
Every engine has its own bias
You might lead in Claude and be missing entirely from Google AI Overviews. One score hides the truth — you need per-engine visibility.
What we do
From a one-week audit to a content surface that compounds
Start with the audit to see where you stand. Move to a retainer to close the gap. Add programmatic SEO when you’re ready to scale.
GEO Visibility Audit
A 12–15 page teardown showing exactly where you stand in AI answers versus your top three competitors — across 200+ buyer-intent prompts and 5 engines.
$3,000–$7,000one-time · ~1 week
Explore GEO Visibility Audit →GEO Retainer
Continuous tracking, content built for extractability, and distribution into the sources LLMs trust. We move your share of voice, not just measure it.
$8,000–$20,000per month · 6-month minimum
Explore GEO Retainer →Programmatic SEO Build
1,000–100,000 entity-rich pages from your structured data — engineered to be indexed by Google and extracted by LLMs. The kind of build that needs engineering, not just content.
$30,000–$80,000one-time build + $3k–$5k/mo
Explore Programmatic SEO Build →The methodology
A reproducible pipeline, not a vibe check
Every audit and retainer runs the same rigorous loop. Engineers respect it; CMOs forward it.
- 01
Build the prompt corpus
A planner agent generates 200–500 buyer-intent prompts for your category — problem-aware, solution-aware, brand-aware, and competitor-comparison. A human reviews and tags every one.
- 02
Sample across 5 engines
Parallel workers query ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews multiple times per prompt over a 14-day window — because model outputs vary, single samples lie.
- 03
Parse and score
A parser agent extracts brand mentions, sentiment, answer position, recommendation strength, competitor mentions, and every cited URL into structured data.
- 04
Map the citation sources
For your top prompts we map which URLs the engines cite. Usually 60–80% of citations trace back to ~20 sources — Reddit threads, G2, specific Substacks, Wikipedia, YouTube.
- 05
Find the gaps, build the roadmap
We surface the topics where competitors get cited and you don't, then rank 5–7 actions by impact × ease into a 90-day plan you can act on immediately.
- 06
Remediate and compound
On retainer, we build the content, generate the schema, ship programmatic pages, and draft distribution — then track the lift weekly until it compounds.
What sets us apart
The dashboards measure. We move the number.
The gap in the market isn’t another tracker. It’s the team that can both see the problem and ship the fix.
Engineers, not repackaged SEO
Most GEO offerings are dashboards, or SEO services in new packaging. We build the agent infrastructure — and the action layer that moves the numbers.
Measurement and remediation
We don’t just tell you you’re losing. We generate the content, build the schema, ship programmatic pages, and draft the distribution.
Leading indicators, weekly
AI visibility lags 60–120 days. We report mention rate, citations, and prompts-where-mentioned every week so you see movement early.
Reproducible by design
Our tracker runs 500+ prompts × 5 engines on a schedule. The same rigorous methodology every run — a clear dashboard and honest numbers.
The platform
An action layer of agents — not just another dashboard
We built the agent infrastructure that measures AI visibility and the system that moves it: content, schema, programmatic pages, and drafted distribution.
Multi-engine runner + parser
Samples 500+ prompts across 5 engines and extracts mentions, sentiment, position, and every cited URL into structured data.
Citation + content-gap agents
Maps the ~20 sources LLMs cite in your category and finds the exact topics where competitors win and you don’t.
Brief, draft & schema agents
Drafts extractable content matched to what LLMs reward, and generates JSON-LD schema across your pages.
Programmatic page generator
Turns structured data into thousands of entity-rich, indexable pages — the same engine that built this site’s location and industry pages.
Distribution agent
Drafts contextual answers for Reddit, forums, and comparison pages in your voice, queued for human approval.
Aggregator + alerting
Rolls everything into share-of-voice trends and pings Slack or email when positioning shifts or a rival appears.
We dogfood it. The16 location pages and8 industry pages on this site were generated by our own programmatic page engine — schema, extractable content, and all.
Explore the platformFrequently asked questions
What is Generative Engine Optimization (GEO)?
GEO is the practice of getting your brand mentioned, cited, and recommended inside AI answer engines like ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Where SEO optimizes for the ten blue links, GEO optimizes for the single answer an AI gives — and the sources it pulls from.
How is GEO different from SEO?
SEO competes for ranked links a user chooses between. GEO competes to be the answer itself, or one of the handful of sources the model cites. The signals overlap (authority, structured data, clear claims) but the tactics differ: extractable content, presence in LLM-trusted sources like Reddit and Wikipedia, and entity-rich pages matter more than keyword density.
How do you measure AI visibility?
We run 200–500 buyer-intent prompts across five engines, multiple times, over a sampling window. For each response we extract brand mentions, sentiment, position in the answer, recommendation strength, and the URLs cited. That rolls up into an AI Share of Voice score you can track over time and against competitors.
How long until I see results?
Technical fixes (schema, llms.txt, extractability) can land within days. Visibility gains in AI answers typically take 60–120 days as models and their sources update. That's why we report leading indicators — mention rate, citation count, prompts-where-mentioned — every week, so you see movement long before the lagging metrics catch up.
Why work with engineers instead of an SEO agency?
Most GEO offerings are dashboards or SEO consultants in new packaging. We build the agent infrastructure that tracks, analyzes, and remediates AI visibility — and we ship the action layer: generated content, schema, programmatic pages, and drafted distribution. You get measurement and the means to move it.
What does the audit cost and what do I get?
The GEO Visibility Audit is $3,000–$7,000 and delivered in about a week. You get a 12–15 page teardown, a single-chart AI Share of Voice comparison against three competitors, a citation source map, a content-gap analysis, a technical readiness score, and a 90-day prioritized roadmap — plus a Loom walkthrough. We leave one or two quick wins you can implement yourself.
See where you stand in AI answers
We’ll run your domain through our tracker and send back a free one-page visibility snapshot — no call required.