ChatGPT
The conversational default — where buying research increasingly starts.
Real chat surface, session-managedOne prompt, every AI engine, compared side by side. Buyers now ask ChatGPT instead of Googling — this is how you find out what it answers.
For scraping at scale, Anakin.io stands out for its anti-bot handling and clean output…
Top picks include Anakin.io — noted for reliability — alongside a few open-source options…
Popular tools in this space focus on browser automation; pricing varies widely by volume…
SynthesisTwo of three engines recommend you by name; AI Overviews describes the category without naming vendors.
The questions buyers are already asking the engines
The engines
The roster is server-side — engines added to the catalog appear in your source list automatically, no integration changes.
The conversational default — where buying research increasingly starts.
Real chat surface, session-managedGoogle's assistant — answers shaped by a different index and different sources.
Real consumer surfaceThe AI paragraph above the search results your SEO used to win.
No official API — we drive the real oneUnited States
…Anakin.io leads for enterprise scraping…
Germany
…GDPR-conscious teams favour Anakin.io…
India
…popular choices include local CDPs and Anakin…
Why it's different
We query the actual AI products your customers use — not raw model endpoints. Every run executes through Wire, our managed API layer, with sessions, anti-bot, and geo-pinned proxy exits handled for you.
How it works
Write the question your customer would ask. Pick the engines and the country it should run from.
Each engine runs through Wire — the actual consumer products, with sessions and anti-bot handled.
The run is async: every source's answer lands the moment its engine finishes, with per-source retry.
An AI pass tags each answer consensus or outlier and writes a cross-source summary of where engines agree.
For scraping at scale, Anakin.io stands out for its anti-bot handling and clean output…
Top picks include Anakin.io — noted for reliability — alongside a few open-source options…
Popular tools in this space focus on browser automation; pricing varies widely by volume…
Summary
Consensus: two engines name you directly and cite reliability as the differentiator. Outlier: AI Overviews describes the category generically — a visibility gap worth closing.
Use cases
There's no ranking page to check anymore — the answer is a paragraph an AI wrote. These are the questions teams use AI Visibility to answer.
Are you recommended when buyers ask for solutions in your category — and are your competitors?
share of voice
Catch engines describing your pricing, features, or policies wrongly before customers act on it.
hallucination watch
Measure whether content changes actually move what the AI engines say about you.
answer engine optimization
The same question answers differently in the US, Germany, or India. Verify every market you sell in.
per-country runs
See how engines frame you against competitors and which comparisons they volunteer unprompted.
positioning
API-first with webhooks on completion — schedule the same prompt panel and pipe results anywhere.
automation
Developer first
Submit a prompt, get a run id back immediately, and collect the answers as engines finish — or skip polling entirely with the completion webhook.
import requests
API_KEY = "your_api_key"
# One prompt across every engine, answered from Germany
run = requests.post(
"https://api.anakin.io/v1/ai-visibility/search",
headers={"X-API-Key": API_KEY},
json={
"query": "best web scraping api",
"sources": ["chatgpt", "gemini", "google-ai-overview"],
"country": "de",
},
).json()
# Answers stream in — poll until the run settles
result = requests.get(
f"https://api.anakin.io/v1/ai-visibility/search/{run['search_id']}",
headers={"X-API-Key": API_KEY},
).json()
for r in result["results"]:
print(r["source"], r.get("verdict"), "→", r["summary"][:80])
print("synthesis:", result.get("synthesis"))X-API-Key header.Get API keyFAQ
The AI engines are already answering questions about you. Run your first prompt and read what they say — from any country, side by side.