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Crawlly AI vs Prefer

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Crawlly AI compared with Prefer
DetailCrawlly AI logo Crawlly AIPrefer logo Prefer
What it doesAI visibility audits for technical SEO, entity clarity, answer readiness, and LLM citation outcomes Get customers from AI engines, not just search
StageNot given Startup
FoundedNot given 2025
Based inUS IN
Pricing modelFreemium Free trial
PricingStarter: $29/month (8 runs/month, single site); Pro: $69/month (20 runs/month, up to 5 sites); Agency: Custom (unlimited websites and audits with dedicated account manager and API access). 7-day free trial available; one-time audit run top-up packs available separately. $99 per month billed monthly or $79 per month billed annually (save 20%, $948 per year). One plan includes 150 tracked prompts, 30 articles per month, all 5 AI engines (ChatGPT, Gemini, Google AI Overviews, Google AI Mode, Perplexity), and every feature. Add-ons available: +100 tracked prompts for $
Key features
  • Technical SEO auditing covering crawlability, indexability, canonicals, and architecture
  • Schema markup and entity graph validation
  • Answer engine optimization and retrieval readiness measurement
  • LLM visibility testing across ChatGPT, Claude, Gemini, Perplexity, and other models
  • Prioritized issue roadmap with P1/P2/P3 severity levels
  • Role-based action lists for engineering, SEO, and content teams
  • Audit run comparison and progress tracking
  • Executive scoring and risk band assessment
  • Multi-site auditing with dashboard and workspace management
  • No site installation required; audits from public site and configuration context
  • Track AI visibility across ChatGPT, Gemini, Google AI Overviews, Google AI Mode and Perplexity
  • Monitor share of voice and sentiment across AI engines
  • Track source citations and domain authority
  • Benchmark against up to 10 competitors per project
  • Action Center with prioritized tasks ranked by impact
  • Track 150 buyer prompts and cover content gaps
  • Publish articles directly to CMS platforms
  • Agent Analytics tracking ChatGPT, Gemini, Claude and Perplexity crawls
What makes it different
  • Combines technical SEO, AEO, GEO, and LLM visibility into one unified audit report
  • Provides role-based action plans so teams can execute fixes with clear accountability
  • Tracks actual citation outcomes and AI mention rates with prompt-level evidence
  • Measures impact of fixes through audit run comparison and score trend tracking
  • No technical setup required; audits work on public websites without script installation
  • Measures visibility across all five major AI engines in one platform
  • Action Center automates execution with AI agents rather than stopping at dashboards
  • Created by founders with 13 years of SEO experience since 2012
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)19 −1 (down) since last check32 +1 (up) since last check
Trust Flow (Majestic)1912
Citation Flow (Majestic)1933
Referring domains (Majestic)62112

6 details filled in for both companies.

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