What AI insights does ProspectUp generate for each lead? + −
Claude AI analyzes the enriched data and generates: best time to call, recommended outreach channel, primary pitch angle, budget signal, lifecycle stage, upsell likelihood, seasonality patterns, market positioning, review sentiment summary, and category saturation assessment. It also creates 18 personalized sales hooks -- three per category across local SEO, reviews, website, SEO, social, and competitors.
What are sales hooks and how are they generated? + −
Sales hooks are specific, actionable talking points that reference a prospect's actual data. ProspectUp generates 18 hooks per business -- three each for local SEO, reviews, website quality, SEO performance, social presence, and competitive positioning. Claude AI writes each hook using the lead's real ratings, rankings, website scores, and review patterns.
How does ProspectUp classify a business's digital maturity? + −
AI classification assigns each business a digital maturity level on a five-point scale: none, minimal, basic, established, or advanced. The classification factors in website quality, GBP completeness, social presence, review management, and online booking capability. Agencies use this to prioritize prospects -- businesses with lower maturity typically have the most to gain from digital services.
How do AI insights compare to researching a prospect manually? + −
Manually assessing a prospect's pitch angle, budget signal, and competitive positioning takes 15-30 minutes of reviewing their website, Maps listing, reviews, and competitors. ProspectUp generates these insights automatically for every saved lead in 1-2 minutes. The AI also surfaces patterns a human might miss, like seasonal review velocity trends over 24 months.
How is this different from ChatGPT or generic AI research? + −
ChatGPT gives general advice without access to structured business data. ProspectUp feeds Claude AI the lead's actual enrichment data -- PageSpeed scores, review text, Maps ranking, tech stack, owner info, and competitor list -- and asks for specific, actionable outputs: pitch angles, sales hooks, and timing recommendations grounded in that business's real metrics.
How accurate are the AI-generated insights? + −
Insights are grounded in real data collected during enrichment: actual ratings, review text, website audit scores, and SERP rankings. The AI synthesizes patterns from this data rather than guessing. That said, recommendations like "best time to call" and "budget signal" are probabilistic assessments, not guarantees. Treat them as informed starting points for your outreach strategy.
Can the AI insights be wrong or misleading? + −
AI insights are only as good as the underlying data. If a website audit misdetects a CMS or a review scrape is incomplete, downstream insights reflect that. ProspectUp mitigates this with multi-source validation and lets you report bad data or trigger re-enrichment. Always cross-reference key claims with the raw data shown in the lead detail tabs.
Do AI insights cost extra? + −
No. AI insights, sales hooks, and business classification are included in the $1 per lead credit alongside all other enrichment steps. There is no separate charge for AI analysis. The 50-lead free trial includes full AI insights for every lead.
Are the sales hooks unique to each business, or templated? + −
Each hook is generated uniquely for the specific business using its actual data. Two dentists in the same city receive different hooks based on their individual ratings, review patterns, website quality, and competitive positioning. ProspectUp generates 18 hooks per lead across six categories, giving you multiple angles for outreach.
Where do AI insights appear in the platform? + −
The lead detail page surfaces insights across multiple tabs. The Overview tab shows the primary pitch angle, best time to call, and service fit indicators. The Sales Hooks tab organizes all 18 hooks by category. AI insights also feed into campaign copy generation, where Claude uses them to write personalized emails, SMS messages, and postcard text.
Can I use sales hooks directly in my outreach? + −
Yes. Copy any hook from the Sales Hooks tab and use it in your own emails or calls. You can also let the campaign wizard use hooks automatically -- when generating AI-personalized copy, Claude references the lead's sales hooks to write messages that speak to the prospect's specific gaps and opportunities.
How do AI insights integrate with the campaign workflow? + −
When you launch a campaign, the AI copy engine pulls from each lead's insights, sales hooks, review sentiment, and enrichment data to write personalized subject lines, email bodies, SMS messages, and postcard copy. This means every message in a 500-lead campaign references that specific prospect's situation rather than using a single template.