AI visibility tools with Query Fan-Out
14 of the AI visibility tools we track offer query fan-out, including Profound, Peec AI, and AirOps, plus 11 more. See the web searches AI engines run behind each answer. Elmo includes it too, as an open-source tool you can self-host for free.
Tools that offer this feature
Profound
AG2 AEO Leader with prompt volumes and Agent Analytics
Peec AI
A$21M-funded Berlin AI visibility platform with Looker Studio integration
AirOps
AContent Engineering platform with AI workflows and Page360
Rankscale
ASeventeen engines and 94 technical checkpoints with no per-engine upsell
Nightwatch
ATraditional SEO rank tracker with 190K locations + AI tracking
Promptwatch
BReal UI scraping with 630M+ citations tracked
LLMrefs
BKeyword-based tracking with auto fan-out prompts
Aiso
BAI visibility built on captured multi-turn conversations rather than guessed prompts
Finseo
BAI visibility stack with query fan-outs, bot traffic, and an agent
Qwairy
BFrench GEO platform that distinguishes API from UI results per engine
Erlin AI
BUnified AI search, SEO, and analytics with Reddit and YouTube citation tracking
ALLMO
BVisibility, citation intelligence, and AI crawler indexing in one platform
Rankshift
CAI visibility tracker with credit-based pricing
Frequently Asked Questions
- Which AI visibility tools offer query fan-out?
- Profound, Peec AI, AirOps, Rankscale, and Nightwatch, plus 9 more all offer query fan-out. The full feature matrix on this page shows how each one compares.
- What is query fan-out in AI visibility tools?
- See the web searches AI engines run behind each answer. It is one of the capabilities buyers weigh when choosing an AI visibility or answer engine optimization tool.
- Does Elmo support query fan-out?
- Yes. Elmo supports query fan-out, and because it is open source you can verify exactly how it works and self-host it for free.
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