Anymorph
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Solutions · Monitor

See the AI answers — and your visibility — every day

Not an LLM API: a virtual browser takes the answer off the same screen a real user sees. From there, your visibility and what to go after next land in one dashboard.

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Collection

10 major AI engines, collected daily

A virtual browser reaches each engine the way a person does and runs the prompts. Every day, the answers to your reference prompt set are recorded exactly as they came.

By the same route a person takes

A virtual browser reaches each engine like a real user and runs the prompts. Not what a model API returns — the answer that actually appeared on screen.

Every day, under the same conditions

The same prompt set runs again daily under the same conditions. When a number moves, you can tell whether the engine changed or you did.

Split by country and language

The same question answers differently depending on language and country settings. Collection is separated by market, so domestic and overseas answers never mix.

Infrastructure

The scraping engine that collects AI answers — we built it ourselves

Not an LLM API. We built querying.ai, our own scraping engine, to collect AI answers from the same browser environment a real user is looking at.

querying.ai

One API, every major engine

  • Country-level targeting
  • Per-engine status monitoring, live
  1. Tens of thousands accepted as a batch
  2. Processed asynchronously
  3. Delivered by webhook

The real consumer screen, not an LLM API

We collect the answer screen a user actually sees and hand it back as structured JSON.

  • Answer body
  • Sources
  • Query fanout
  • Shopping cards

Lower cost, richer data

Running it ourselves rather than through a vendor keeps us clear of price rises and policy changes.

85%Maximum saving on collection cost vs. an LLM API

Most AI search optimization vendors either use an LLM API or rent an outside scraping API. Anymorph does not hand this data to anyone else — and several companies run on top of the engine we operate.

Deep dive

What is inside a single answer?

Go through the raw answer data one record at a time — query fanout, mentions, citations, competitors, and the detail under each.

recommend an AI search optimization tool
ChatGPT· collected 2026-07-30
Finding similar queries
  • Compare · evaluateGEO tool comparison 2026
  • Recommend · explorebrand AI mention monitoring service
  • Constraint · conditionGEO tool that tracks answers in Korean too
  • Define · explaindifference between GEO and SEO
Dashboard

How much, and how, your brand gets mentioned — at a glance

Everything collected each day lands in one dashboard. Pick the question you have and it takes you to the screen that answers it.

Mention rate

69.2

%

+2.7%p

Across 868 responses

Share of voice

28.7

%

Against competing brands

Average rank

1.1

0.0

Position within the answer

First-mention share

48.9

%

Share of answers that named you first

Competitors

69.2%

↑2.7%

Across all 868 responses, 600 mention your brand.

Mention rate by topic

Share of AI responses mentioning your brand, by topic.

Prompts

58.5%

↑24.7%

Focused on growing your mention rate for "recommended AI search optimization (GEO) tools", across 124 responses.

Topic

Your brand

Competitors

vs prev

Citations

The domains and pages AI answers cite for your brand.

Citations

434

Citations · 18% owned, 82% earned

Source

Type

Citations

reddit.com

Earned

111

(26%)

searchengineland.com

Earned

95

(22%)

anymorph.ai

Owned

76

(18%)

g2.com

Earned

69

(16%)

aitimes.kr

New
Earned

49

(11%)

brunch.co.kr

Earned

34

(8%)

Next

Actions

The gaps measurement found get filled with real pages.

What is AI saying about your brand right now?

Get a product demo and a report on where your AI visibility stands today.

Email usBook a demo