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Updated October 2026

SurfacedBy vs Limy AI

AI visibility monitoring, recommendations and revenue attribution. Compare coverage, setup and pricing.

SurfacedByvsLimy AI

The Quick Verdict

Limy AI and SurfacedBy both tie AI traffic to revenue, but at very different prices. Limy combines prompt visibility, bot journeys and revenue attribution; it no longer publishes a pricing page, and its help center lists the Growth plan at $449/mo. Both need a collector on your site to attribute conversions: Limy describes a lightweight tag followed by deeper CDN integration, while SurfacedBy supports conversion attribution through WordPress, a browser snippet, Cloudflare or NGINX. Cloudflare and NGINX can also observe requests that do not run a browser script. A Vercel log drain adds request logs from projects with Drains access; visitor sessions and conversions still need a browser tracker. SurfacedBy includes that attribution on every paid plan from $29/mo, alongside typed recommendations, executive briefs, and competitor auto-discovery. If you need combined agent-intelligence and revenue reporting and have the budget for it, Limy is purpose-built for that. If you want native revenue attribution alongside actionable optimization guidance at a fraction of the price, SurfacedBy delivers far more per dollar.

Feature Comparison

How the two platforms compare across monitoring, analytics, and pricing.

SurfacedByLimy AI

Monitoring

AI platforms monitored

4 included by tier; Claude, Grok, and DeepSeek as add-onsChatGPT, Gemini, Perplexity, AI Overviews, AI Mode, Claude and Grok are named in its docs; per-plan model slots are no longer published

Google AI Mode

Professional+Tracked; per-plan availability not published

Server-side bot tracking

Server collectors; WordPress sees requests reaching PHP; snippet sees no botsTracks AI crawler visits by platform

Check frequency

Daily Check + Full CheckUp to 200 prompts analyzed per day (Growth)

Analytics & Insights

AI Visibility Score

Revenue attribution (AI to dollars)

Native conversion attribution on all paid plans

AI-referred traffic sessions

Tracked on all plansAttribution page states 24-hour refresh

OpenAI Shopping tracking

Not documented in current sources

AI Content Readiness Score

Actionable recommendations

21 types with action stepsOptimization recommendations

Executive Brief

Not documented

Weekly Action Brief

Not documented

Read actual AI responses

Answers and citations advertised

Competitor intelligence profiles

AI-synthesized (Professional+)Competitive benchmarking

Pricing & Access

Starting price

$29/mo$449/mo (Growth, per help center)

Free AI visibility check

30 real checks, 3 platforms

Free trial

7 days14 days (per help center); demo CTA on the site

Self-serve signup

Demo booking only

Requires site modification

Monitoring: no; attribution: collector requiredLightweight tag, then deeper CDN integration

Pricing Comparison

SurfacedBy starts at $29/mo. Limy AI's help center lists Growth at $449/mo.

S

SurfacedBy

Monitoring without installation; attribution with a collector

Starter
$29/mo

1 domain , 15 prompts , 3 platforms (ChatGPT, Perplexity, Gemini) , Daily Check + Full Check

Professional
$99/mo

5 domains , 100 prompts , 4 AI platforms (adds Google AI Mode) + AI Overviews , Content, community + outreach

Agency
$299/mo

10 fully monitored domains , 350 prompts , 4 AI platforms + AI Overviews , Command center + read/write API

Every plan starts with a 7-day trial. Free AI visibility check with 30 real AI answers across ChatGPT, Perplexity, and Gemini. Run a free check.

L

Limy AI

Revenue attribution with site instrumentation

Growth
$449/mo

Up to 200 prompts analyzed per day , 2 languages, 2 regions , Up to 8 recommendations/mo

Enterprise
Custom

Unlimited prompts , Multi-domain workspace , SSO and SOC 2 , Content drafting

Its help center describes a 14-day trial with no charge until it ends. The site itself offers only demo bookings.

SurfacedBy publishes its pricing from $29/mo; Limy's help center lists Growth at $449/mo. Monitoring needs no installation; conversion attribution requires a collector.

Where SurfacedBy leads

Lower Entry Price

Start monitoring at $29/mo. Limy no longer publishes pricing; its help center lists Growth at $449/mo. Both require site instrumentation for attribution.

Actionable Recommendations

Research-backed recommendation types, executive briefs, and weekly action plans tell you exactly what to fix. Limy provides optimization suggestions but not the same structured guidance.

Start Monitoring Without Installation

Run a free visibility check from outside your site and see results in a few minutes. Add a collector when you want AI traffic and conversion attribution.

Where Limy AI leads

Revenue Attribution

Connects AI traffic to on-site purchases, demo requests and signups with assigned values. Both Limy and SurfacedBy offer attribution; Limy emphasizes a combined agent-intelligence and revenue workflow.

AI Traffic and Bot Analytics

Combines referral analytics with bot journeys and page-level insights. Limy's attribution page describes early tag data refreshed every 24 hours and deeper CDN integration over subsequent weeks.

Which one should you choose?

Choose SurfacedBy if...

  • You want published self-serve pricing from $29/mo instead of a demo-led quote
  • You want native conversion attribution (AI traffic to revenue) included on every paid plan
  • You want a choice of WordPress, snippet, Cloudflare or NGINX collectors
  • You want typed, actionable recommendations
  • You need executive briefs and weekly action plans
  • You want competitor auto-discovery and benchmarking
  • You want a free AI visibility check before committing to anything

Choose Limy AI if...

  • You need combined AI referral, bot journey and conversion reporting
  • You prefer tag-based setup followed by CDN-level attribution
  • You have mid-market or enterprise budget for AI analytics

SurfacedBy is our own product. We've done our best to represent competitors accurately based on their public pricing pages and documentation, each checked on the date shown on its page and all of them since October 2026. We encourage you to try each tool yourself. Pricing and features may have changed since publication.

Frequently Asked Questions

What is Limy's revenue attribution?
Limy connects AI visibility to actual revenue by tracking which AI mentions and traffic lead to conversions on your site. Its current site describes a lightweight tag first, refreshed every 24 hours, followed by deeper CDN-level attribution over the following weeks. SurfacedBy now offers a similar attribution path: a first-party cookie set by the WordPress plugin, JavaScript snippet, Cloudflare Worker, or NGINX collector ties purchases back to the AI source for 30 days.
Does Limy require installing code on my site?
Yes, attribution requires site instrumentation. Limy describes a lightweight tag followed by deeper CDN-level integration. SurfacedBy's core monitoring needs no site code; if you also want conversion attribution, you pick whichever collector fits your stack (WordPress plugin, JavaScript snippet, Cloudflare Worker, or NGINX).
Why is Limy more expensive?
Limy targets mid-market and enterprise brands with revenue attribution, AI traffic analytics, and bot crawler monitoring. It no longer publishes a pricing page; its help center lists Growth at $449/mo and a custom Enterprise plan. SurfacedBy starts at $29/mo and includes both AI visibility monitoring and conversion attribution at the same price point.
Can I use both tools together?
Yes, though most teams pick one. SurfacedBy now covers both sides of the loop: actionable visibility monitoring plus first-party conversion attribution. Limy remains a fit for teams already invested in its attribution dashboards and agent-intelligence reporting.

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ChatGPTPerplexityGeminiClaudeGoogle AI ModeGrokDeepSeek
Monitoring across up to 7 AI platforms
See SurfacedBy in actionWatch overview52 seconds