The only AI visibility service that operates where AI engines actually learn: third-party communities, not just your website.
Live source feed — where answers come from
[ citation layer / tracked ]
[ Why now ]
Share of AI-engine citations that trace back to Reddit — more than any other single domain.
CAGR
Growth rate of the AI-visibility / GEO services market through the early 2030s.
Rising FTC and platform enforcement against undisclosed brand seeding.
The shortcuts are getting shut down; disclosed, authentic participation is the only durable approach.
Citation share moves fast — one tracked swing went from 60% → 10% in two weeks. That's the case for ongoing monitoring, not a one-time audit.
Industry tracking data, 2026. Figures are directional and change frequently.
[ The wedge ]
This is a category difference, not a feature difference. Most tools improve the page you control. AI engines are reading the pages you don't.
[ How it works ]
No scripts. No fabricated identities. The process is designed so the output would hold up if anyone traced it back.
Every query where competitors appear and you don't — mapped by engine.
The exact communities AI engines cite for your category, ranked by pull-through.
2–5 genuine experts already trusted in those spaces, briefed on your product — not on what to say.
Authentically, in relevant threads. No scripts, no fake identity, relationship disclosed.
After six weeks, we re-run the audit and show the movement — including where it didn't move.
[ What's included ]
Scope changes between tiers. The method doesn't.
[ 01 ]
Baseline and re-run. Before and after, same query set.
[ 02 ]
The specific spaces and live threads worth participating in.
[ 03 ]
Real practitioners with existing standing, briefed and disclosed.
[ 04 ]
Monthly before/after with competitor displacement data.
[ Compliance ]
Reddit's own AI moderation and FTC enforcement are catching undisclosed seeding in 2026. CrowdReply was built for that reality — real practitioners, honest opinions, disclosed relationships. Same visibility signal. No exposure.
u/practitioner_jd
9 yrs in the field · 1.2k karma here
"We ran three of these in production. Two held up under load, one didn't. Happy to break down what actually differed — disclosure: I consult for one of the vendors mentioned below."
[ Pricing ]
For a first foothold.
€1,500/mo
Start with StarterFor displacing a named competitor.
€3,500/mo
Choose GrowthFor owning a category's source layer.
€6,500/mo
Talk about Dominance3-MONTH MINIMUM COMMITMENT
[ Founding cohort ]
A limited founding cohort gets discounted rates held for the length of the engagement, priority onboarding, and a co-marketing case study — if the results are worth publishing.
[ FAQ ]
No. Reddit's rules prohibit undisclosed promotion, vote manipulation, and spam — not participation by people with a stated interest. Our contributors post under their own long-standing accounts, disclose the relationship, and only join threads where they have something useful to add. If a moderator sets stricter rules for a community, we follow them or we skip that community.
Always, and in the post itself — not in a bio. That's a hard requirement of the engagement, and it's also why the approach lasts: disclosed contributions don't get retroactively removed, and removed contributions don't get cited.
You'll see the re-audit either way, including flat or negative results. Six weeks is a read, not a guarantee — indexing and re-crawl cycles vary by engine. If the data shows no movement, we reset the community and query targeting at no extra cost, and Starter and Growth are month to month so you can stop.
Impact varies by engine, and we won't pretend otherwise. Community sources carry the most weight in ChatGPT and Perplexity, where Reddit is consistently among the most-cited domains. Gemini weights it noticeably lower and leans harder on other sources. Claude sits in between and depends more on the query type. Your audit reports each engine separately rather than blending them into one score.
[ Get your audit ]
Tell us who you keep losing to. We'll run the query set and send back where they're cited and you aren't.