Review Pitch Generator — turn Google reviews into outreach that lands

Point this actor at a local business and it produces two things: a personalized audit report of their Google Maps reviews (what customers love, what they complain about, how the owner responds) and a ready-to-send outreach email that references those specifics. It's local lead generation on autopilot for agencies, freelancers and AI agents prospecting local businesses.

Use this tool when…

• You're an agency or freelancer prospecting local businesses and generic cold emails get deleted.
• You want outreach that proves you did the homework: real review quotes, real response gaps, real ratings.
• You run verticalized campaigns (restaurants, salons, garages, clinics…) and need the pitch adapted per vertical.
• Your AI agent runs prospecting workflows — via the Apify MCP server, Claude/GPT/Cursor/n8n can call it with zero glue code.

Features

• Review audit report: rating distribution, themes from review text (compliments and complaints), owner response rate, recent review velocity — per business.
• Personalized pitch email: references the business's actual reviews and gaps; adapted to the vertical (chr / real estate / health / trades via strategy pattern).
• Multi-vertical engine: each vertical gets its own angle, pain points and call-to-action.
• Demo fallback: empty input runs a small demo scenario instead of erroring — you can evaluate instantly.
• CRM-ready output: structured fields for name, place, rating, themes, pitch subject and body, plus delivery status when wired to your sender.
• AI-agent ready: README and input schema readable by LLMs through MCP.

Use cases

Local agency prospecting

Generate 20 personalized pitches for restaurants in a city, each quoting their own reviews — send from your usual stack.

Vertical campaigns

Run it per vertical (hotels, hair salons, dentists) with messaging tuned to what each sector actually cares about.

Pre-call preparation

Walk into a sales call with a one-page audit of the prospect's online reputation.

Agentic outbound loops

Let an agent generate the audit + pitch, then hand the payload to your delivery workflow.

Input

Field	Type	Required	Description	Example
query	string	no*	Business search (empty = demo scenario)	"restaurants Luxembourg"
vertical	string	no	Campaign vertical for pitch angle	"chr"
maxPlaces	integer	no	Businesses per run (keep small for evaluation)	2
maxReviewsPerPlace	integer	no	Reviews analyzed per business	5
dryRun	boolean	no	Full pipeline without billing events	true

*Empty input runs a small demo (2 businesses, 5 reviews) so you can evaluate instantly.

{ "query": "restaurants Luxembourg", "vertical": "chr", "maxPlaces": 2, "maxReviewsPerPlace": 5 }

Output

Per business: place (name, address, rating, reviewCount), audit (themes, ownerResponseRate, strengths, complaints), pitch (subject, body), status. Plus a run summary.

Pricing (pay per event)

Event	Price
run-started	$0.25
pitch-generated	$0.10 per pitch
payload-sent	$0.05 per payload delivered

No subscription. Platform margin: Apify takes 20%. dryRun: true runs the full pipeline free. Tiered Apify plans (Bronze/Silver/Gold) get progressively lower prices.

Agentic payments (x402 / USDC)

This actor supports x402 agentic payments: AI agents without an Apify account can call it and pay per call in USDC on Base — verified live.

FAQ

Does it send the emails? The actor produces the pitch payload and can hand it to a delivery workflow; you keep control of the actual sending from your own stack.

Which verticals are supported? CHR (hôtels/cafés/restaurants), real estate, health and trades, each with its own pitch angle — extensible on request.

Can I test without spending? Yes — empty input runs a demo scenario, and dryRun: true skips all billing events.

Does it work with Claude, Cursor, GPT or n8n? Yes, via the Apify MCP server.

More tools from this toolbox

• Google Maps Business Scraper
• Review Radar
• Full toolbox: apify.com/travelmonitorlab

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Built and maintained by Adaga solutions — full-stack & AI agents in production, Luxembourg.