AI visibility · on record
GetLoopLoop asks AI assistants the questions your buyers ask — and keeps every answer on record. See which brands were named, which sources were cited, and what changed since the last check.
Marketing, SEO and leadership read the same stored answers. When your brand loses an answer, the gap becomes an owned task. The same question is re-checked after the change.
Invite-only · five free tools need no account · en · uk · es · fr · pl
This week in search
Three model generations shipped in five weeks, Gemini and Claude took a third of US prompts from ChatGPT, and ChatGPT still sends most of the clicks. The market is splitting along a line most analytics cannot see.
Read the analysisAlso this month
News12 minGoogle moves links up in AI Mode and lets ads inGoogle moved links higher in AI answers without click data, tested ads in AI Mode for Personal Intelligence users, and gave Google Ads channel priorities.
Article18 minAI reads your page in pieces. Three free skills show which onesVectorscope, AI Search Audit Lite and AI Search Audit Full are open-source Agent Skills that run on your own agent. They show what a retriever keeps of a page, what it drops, and which published rules the page breaks, with no score and nothing sent to us.
News9 minChatGPT's clicks now arrive as direct trafficSince GPT-6, many ChatGPT links carry no tag and no referrer, so analytics files the visit as direct. The same week Nozzle published the full data on poisoned SERPs and Bing began showing which AI topics a site is missing from.01 · The market moved
Your buyers still ask the same questions. They ask an AI assistant now, and it answers with a shortlist of two or three brands. Position four is not page one. It is absent — and the shortlist changes without notice.
2–3brands
An assistant does not rank ten results. It names a few brands and moves on, and the few are decided by what it has read about the market.
10%
The same question to the same model, a day apart, and a different set of brands comes back. Measured daily across every stored check; the figure is the latest reading.
0receipts
A screenshot is an anecdote. A stored answer with a date, a model and a prompt is evidence that can be re-read a year later.
02 · Start from a topic
Pick the question you are actually asking. Each row runs from the term that names it, to what we wrote about it, to the free check that measures it on your own page, to what the product keeps doing every day.
Read
Every day
Crawls with the Vectorscope reading beside every page, re-checked after each fix.
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Every day
The same questions asked of real assistants on a schedule, every answer kept in the evidence store.
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Every day
Competitor comparison, answer by answer.
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Every day
Every figure tagged Measured, Derived or Modeled, and a weekly board pack that keeps the three apart.
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Every day
Search Console beside the assistants' answers.
03 · Free tools · no account
Each free tool reads one real thing — a page, a keyword, a brand, a text, a set of reviews, a day of answers — and says only what it can see. A reading, never a guess.
VectorscopePaste a public URL to see its readable passages, semantic groups and the content that falls outside the retrieval cap.One URL at a timeNo accountExtraction, chunks and retrieval context02
VoicescopeStart with one keyword and explore the questions a person may ask an AI assistant across real-life contexts.One keyword at a timeNo accountQuestion and intent research03
BrandscopeAsk three AI assistants the buyer questions around a brand, then compare their answers with the brand's own page.One brand at a timeNo accountAI brand visibility reading04
ReviewscopeAsk three AI assistants what reviews say about a brand — first without naming a platform, then naming all twelve — and see which ratings they state without a source.One brand at a timeNo accountNo platform ratings are read05
PatternScopePaste a page to see the stock phrases, repeated sentence shapes and unchecked claims a reader reacts to. Not an AI detector.Up to 4 000 wordsNo accountNothing stored, no model call06
AI answer volatilityA daily reading of how far AI assistants' answers moved since yesterday, so a drop in your own visibility can be read against the day it happened on.Updated dailyNo accountThe field, not your brand04 · The library
Two shelves every visitor can open: a glossary of AI visibility and search terms written to be quoted, and a directory of agent skills with their audits and their install trend.
Glossary
1,070
One definition per term, its sources, the questions people actually ask, and a diagram where a diagram helps. Published in English, Ukrainian, Spanish, French and Polish. Some entries are written by hand, sentence by sentence.
Open the glossarySkills
152
With their security audits, their install counts and the trend since we started counting — which a live leaderboard cannot show. Re-read every fortnight.
Marketing glossary knowledge graph
Explore the glossary as a living map: SEO, AI search, trust, measurement and growth concepts grouped together, then connected by the meaning their definitions share.
Live interactive mapSearch a term. Follow the connection.05 · The product, when one reading is not enough
Every reading is a step in one cycle, and the cycle ends where it started: with the question asked again. A fix nobody re-checks is a hope.
The buyer prompts, put to every assistant on a schedule, in the same wording every time.
The full answer, dated, per model. Not a score — the text, so a claim can be read a year later.
Who was named instead of you, on which question, since when, and the sentence that did it.
A loss becomes an owned task: a page to fix, a source to earn, a passage to write.
The same question again. The answer, not the team, says whether it worked.
The tool · invite-only
GetLoopLoop keeps the evidence, the comparison and the work in one place. Every figure on a screen carries a tag — Measured, Derived or Modeled — so a number on a slide can be traced back to the answer it came from.
Every answer in full, with its prompt, model, date and the brands it named. Searchable, and never summarised away.
Per question: who is named, who is cited, who is slipping, and the exact sentences behind each.
A gap becomes a task with an owner. The re-check runs on its own and reports whether the answer moved.
Your pages as an assistant reads them: passages, gaps, and the sentence a model would quote.
Clicks and AI mentions on one axis, so the old channel and the new one can be read together.
A weekly reading for leadership, with measured, derived and modeled figures kept apart.
06 · Questions people ask
Access is by invitation
A real person reads every request. If you would rather ask first, there is a room where the answer stays readable for whoever asks the same thing next week.
It is not a stand-in for the marketers, SEOs, writers, analysts and operators who understand the work. It exists so that a strong team moves faster, decides on sharper evidence, and can see what is actually working.
Using AI as cover to hollow out a capable team is not transformation. It is poor leadership with a technology badge pinned to it.
A round of cuts can make one quarter's deck look better. The people who leave take the context, the judgement, the creativity and the ability to get better with them — and the bill arrives later: slower learning, weaker products, worse calls, stalled growth, lost markets.
Serious companies turn AI speed into more experiments, better products and new markets.
They amplify operators. They do not delete them.
