01
Worth doing now
Ecommerce and DTC brands where buyers research before they buy
Worth waiting on
Impulse and commodity products nobody asks an AI about
Generative Engine Optimization
Get cited in AI answers, not ranked below.
Generative engine optimization is the work of getting a brand cited inside AI answers rather than ranked below them. The problem is that almost nobody measures it properly. AI crawlers do not execute JavaScript, which means every crawler that matters is invisible to Google Analytics, to Google Search Console, and to every analytics tool that runs in a browser. Interconnections instruments those fetches server-side, so the question stops being a theory about content quality and becomes a number you can watch move.
- Server-side AI crawler measurement, not a content-quality guess
- Built for ecommerce and DTC, not enterprise B2B
- 104 AI citations across 5 answer engines for one brand
Why most GEO work is unfalsifiable.
- a.Observation
The crawlers are invisible
GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot and the rest fetch raw HTML and run nothing. Any analytics tool that works by executing JavaScript in a browser sees exactly none of them, so a dashboard showing no AI traffic is not evidence of anything.
- b.Observation
Rankings are the wrong unit
An AI answer either names you or it does not. There is no position three. Agencies that report GEO progress in ranking movement are reporting on a different game, because the thing you are trying to win has no positions in it.
- c.Observation
Citations get counted by hand, once
A screenshot of ChatGPT naming your brand is a single sample of a probabilistic system. Ask the same question ten times and you will get several different shortlists. One-off checks cannot tell you whether anything actually changed.
- d.Observation
The advice is mostly recycled SEO
Plenty of GEO deliverables are a technical SEO audit with the word "AI" added. Some of that overlap is genuine, since answer engines do read the same pages. But schema tidying alone has never made a model choose one brand over another.
- e.Observation
Nobody separates reading from citing
These are two different failures with two different fixes. A site AI never fetches has a discoverability problem. A site AI fetches constantly and never quotes has an authority problem. Interconnections measures both before recommending anything.
- Diagnosis
No agency can guarantee a citation
Anyone promising guaranteed placement in an AI answer is describing something they do not control. Interconnections will not, and treats a claim like that from a competitor as a reason to check the rest of their numbers.
What the work actually involves.
- 01Server-side crawler instrumentationEdge middleware that logs every AI crawler fetch by bot, operator, and intent, splitting bots that index for training from bots that retrieve a page to answer a live question. The second group is the one that precedes a citation.
- 02Repeated citation samplingThe buying questions your customers actually ask, run many times across ChatGPT, Perplexity, Claude, Gemini and AI Overviews, so the output is a citation rate rather than one screenshot of one answer.
- 03Entity consolidationAnswer engines have to be able to tell who you are before they can recommend you. That means one canonical entity across your schema, your directory profiles, and the third-party sources that mention you, rather than a dozen unlinked versions.
- 04Answer-shaped contentPages built to be quotable: the claim stated plainly near the top, the number attached to its source and its sample size, and the limits named. Interconnections writes this way because hedged prose does not survive summarisation.
- 05Original data worth citingModels quote sources that say something nobody else can. First-party benchmarks and teardowns give an answer engine a reason to name you specifically instead of paraphrasing the consensus.
- 06Off-site corroborationReviews, directories and third-party roundups are a large share of what models read when deciding who to recommend. On-site work has a ceiling, and Interconnections will tell you when you have hit it.
Find out what AI does with your brand.
The first conversation is free and there is no pitch deck. Interconnections will tell you what is visible from the outside and what would need instrumenting to be sure.
Worth doing now, or worth waiting on.
02
Worth doing now
Considered purchases, where a shortlist forms before a cart does
Worth waiting on
Sites with no content at all yet, where basic SEO comes first
03
Worth doing now
Categories with real informational demand, so there is something to be cited in
Worth waiting on
Brands wanting a guaranteed citation, which nobody can honestly sell
04
Worth doing now
Brands with a genuine point of view or proprietary data to publish
Worth waiting on
Anyone expecting a result inside 30 days
05
Worth doing now
Anyone already spending on paid media and watching blended efficiency slip
Worth waiting on
Businesses whose margin cannot support acquisition at any efficiency
What this has produced.
Arts and crafts brand
104
AI citations across 5 answer engines, from zero visibility in 8 months
Learn morenoteEach figure links to the engagement, with the method and the window stated. Interconnections publishes citation counts because they are countable; nobody should be quoting a GEO result they cannot show you the sampling for.
The proof, and the measurement.
- 01Best GEO agencies, comparedWho serves which kind of company, checked against each agency's own site. Interconnections is on the list and says so.
- 02Zero visibility to 104 AI citationsWhat getting cited by answer engines actually took for one brand, and how long each stage ran.
- 03Check whether AI recommends youA free live check for local trades: which competitors AI names ahead of you, and the reasons it skips you.
Questions about GEO.
- Generative engine optimization, or GEO, is the practice of getting a brand named inside the answers that AI systems generate, rather than ranked in a list of links beneath them. Interconnections treats it as two measurable problems: whether AI retrieves your pages at all, and whether it cites you once it has.
Stop guessing whether AI recommends you.
Drop us an email. No pitch deck, no pressure. Just a straight read on whether AI is reading your site, whether it names you, and which of those two is actually your problem.
Get in touch
Or email us at hello@theinterconnections.com