Overview
ProspectEcho and Passionfruit Labs serve very different but equally valuable purposes in the modern digital marketing stack. ProspectEcho is a lead generation tool that extracts enriched contact data from the Meta Ad Library, while Passionfruit Labs is an AI search optimization platform that tracks brand visibility across ChatGPT, Gemini, Perplexity, and Claude. This comparison will help you decide which tool fits your needs.
Feature Comparison
| Feature | ProspectEcho | Passionfruit Labs |
|---|---|---|
| Primary Function | Extracts enriched lead lists from Meta Ad Library searches | Tracks brand visibility and citations in AI engines (ChatGPT, Gemini, Perplexity, Claude) |
| Target Audience | Sales teams, lead gen specialists, marketers needing B2B/B2C leads from Facebook advertisers | Brand managers, SEOs, agencies wanting to monitor and improve AI search presence |
| Data Source | Meta Ad Library (Facebook advertisers) | AI chat platforms (ChatGPT, Claude, Gemini, Perplexity, etc.) |
| Output | CSV file with verified contacts (email, phone, etc.) | Dashboards with brand mentions, sentiment, competitor citations, revenue attribution, content suggestions |
| Ease of Use | Very simple: paste a URL, wait minutes, download CSV | Moderate: setup required to track prompts and connect analytics |
| Automation Level | Fully automated from URL paste to CSV download | Automated tracking and reporting, but requires manual content action |
| Competitor Analysis | Not a core feature (focuses on lead extraction) | Core feature: see which competitor pages get AI citations and visibility |
| Revenue Attribution | Not provided | Tracks revenue from AI search channels (ChatGPT, Perplexity, etc.) |
| Team Collaboration | Not highlighted | Full team collaboration across plans |
| Pricing Model | Not explicitly stated (likely one-time or subscription based on usage) | Subscription tiers from $19/month (Lite) to custom Enterprise |
Pricing
ProspectEcho: Pricing is not publicly listed on the provided page. It likely operates on a pay-per-export or monthly subscription model, but no specific figures are available. Users may need to contact sales for a quote.
Passionfruit Labs: Offers three transparent tiers:
- Lite – $19/month: ChatGPT tracking, 20 prompts/day, email support, page-level citations, unlimited competitors, AI search analytics, share of voice, content strategy.
- Starter – $49/month: Adds Gemini and Perplexity, 70 prompts/day, Slack support.
- Pro – $99/month: Adds Claude, 150 prompts/day, 1-1 support.
- Enterprise & Agency – Custom pricing: Includes all AI platforms (Google AI Overviews, Grok, Meta AI, etc.), unlimited prompts, dedicated account manager.
All plans include a 7-day free trial with no charges until trial ends.
Pros and Cons
ProspectEcho
Pros:
- Extremely simple to use – paste a URL and get leads in minutes
- No coding or technical setup required
- Access to 8 million+ advertisers with verified contacts
- Saves hours of manual scraping and data enrichment
- Directly addresses a specific pain point for sales teams
Cons:
- Limited to Meta Ad Library data only
- No competitor analysis or brand monitoring features
- Pricing unclear from available information
- No revenue attribution or AI search insights
Passionfruit Labs
Pros:
- Comprehensive AI search visibility tracking across multiple engines
- Actionable content suggestions and backlink plays
- Revenue attribution from AI search channels
- Competitor benchmarking and citation analysis
- Affordable starting price ($19/month) with team collaboration
Cons:
- Requires more setup and ongoing monitoring than a simple lead extraction tool
- May be overkill for users who only need lead lists
- Focus is on brand presence, not direct lead generation
- Some features (e.g., revenue attribution) may need integration
Verdict
ProspectEcho is the clear choice if your primary goal is to quickly generate verified leads from Facebook advertisers without any technical hassle. Passionfruit Labs is ideal for brands and agencies that want to dominate AI search results, track competitor citations, and turn AI visibility into revenue. Choose based on whether you need outbound lead lists or inbound AI search optimization.
Passionfruit Labs
ProspectEcho