Compare

Larzo vs the usual prospecting stack.

Scrapers find businesses. Tech lookups read websites. B2B databases hold contacts. ChatGPT writes emails. Larzo does all of it for local businesses, with evidence for every finding.

Larzo compared with other prospecting tools
What you need	LarzoAll in one	Maps scraperse.g. Outscraper, Apify	Tech lookupse.g. BuiltWith, Wappalyzer	B2B databasese.g. Apollo	DIY stacke.g. ChatGPT + spreadsheets
Every local business in a niche + cityNot just Google's first page of results.	Fan-out across keywords and map tiles		Filtered by technology, not by map listing	Thin on small local businesses	Manual Maps searching
Website speed from real Core Web VitalsField data from Google PageSpeed & CrUX.	Measured for every lead				One PageSpeed test at a time
Technology stack detectionCMS, analytics, pixels, booking tools.	F1 91.4 on 142 unseen sites		Wappalyzer scored F1 65.2 on the same 142 sites	Company-level technographics
Verified social profiles & activityProfiles linked from the business itself.	Verified, with last-activity signals	Profile links, no activity check		Mostly LinkedIn	Checked by hand
Opportunity score with evidenceWho to call first — and the proof why.	Every finding traced to its source			Fit scoring, not local-business gaps
Outreach written from that lead's findingsEmail, call script, proposal, audit, DM.	Grounded only in verified findings			AI emails from contact data	Only as good as what you paste in
Send and track opens & clicksFrom your own inbox.	Built in
CRM pipeline + map of your leadsStages, notes, tasks, territory view.	Built in, intelligence attached			Pipeline, no map	A spreadsheet

Compare Larzo with

vs maps scrapers e.g. Outscraper, Apify LarzoMaps scrapers

Every local business in a niche + cityFan-out across keywords and map tiles
Website speed from real Core Web VitalsMeasured for every lead
Technology stack detectionF1 91.4 on 142 unseen sites
Verified social profiles & activityMaps scrapers: Profile links, no activity check
Opportunity score with evidenceEvery finding traced to its source
Outreach written from that lead's findingsGrounded only in verified findings
Send and track opens & clicksBuilt in
CRM pipeline + map of your leadsBuilt in, intelligence attached

Does it Partly / manual Doesn't

Head to head

Where each one shines, and where Larzo is different.

Larzo vs

Maps scrapers

e.g. Outscraper, Apify

Great for: Pulling raw business lists out of Google Maps in bulk.

With Larzo: A list is where Larzo starts. Every business is then audited by five engines, scored and pitched — no CSV to clean up.

Larzo vs

Tech lookups

e.g. BuiltWith, Wappalyzer

Great for: Looking up which technologies a website runs.

With Larzo: Tech is one of five engines. On 142 sites neither tool had seen, Larzo scored F1 91.4 against Wappalyzer's 65.2 — with zero false positives.

Larzo vs

B2B databases

e.g. Apollo

Great for: Contact data and sequences for companies with sales teams.

With Larzo: Larzo is built for local businesses — Maps listings, reviews, site speed and social activity — where B2B databases run thin.

Larzo vs

DIY stack

e.g. ChatGPT + spreadsheets

Great for: Flexible, and it costs nothing but your time.

With Larzo: No forty tabs. The research is done for you, and the AI writes from verified findings instead of whatever you remembered to paste.

Compared by tool category, based on each category's core, publicly documented features (Oct 2026). Individual products vary and some offer add-ons. The Wappalyzer figure comes from Larzo's own out-of-sample benchmark of 142 websites not used in development. Product names are trademarks of their owners and are used for identification only.

One-on-one comparisons

Larzo vs Outscraper Larzo vs Apify Larzo vs Scrap.io Larzo vs D7 Lead Finder Larzo vs LeadSwift Larzo vs BuiltWith Larzo vs Wappalyzer Larzo vs Apollo.io

Replace the stack. Keep the context.

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