Comparison
DiscoLike vs Prospeo
Prospeo is a polished contact-finding tool built on the LinkedIn graph, with company search bolted on. DiscoLike is a company search engine built on the web itself. The overlap is newer than you'd think. The foundations aren't.
TL;DR
Prospeo earned its 4.6/5 G2 rating on a solid single-lookup workflow: LinkedIn profile in, verified email out, from $49 per user/mo with a real free tier. It has since added company search with ICP and lookalike filters, so it's no longer just an email finder.
DiscoLike starts from the other end: an index of 80M+ business websites we crawl ourselves, searchable by natural language, lookalike, and exact homepage phrases, with contact search layered on top of discovery, not the reverse.
Pick by your primary job. Individual LinkedIn-first prospecting: Prospeo is cheap and good at it. Building account lists in markets your current tools can't see: that's a search engine problem, and it's ours.
At a Glance
DiscoLike and Prospeo, side by side
 | Prospeo | |
|---|---|---|
| Primary job | Company discovery: find accounts your stack can't see, then their contacts | Contact finding: turn a LinkedIn profile or name+domain into a verified email |
| Data substrate | Our own crawl of 80M+ business websites, full homepage text searchable | LinkedIn-centric profile graph; 30M+ company records with firmographic filters |
| Company search | Natural language ICP, lookalike, and exact phrase over website content | Filter-based search with ICP, lookalike, intent, and technology filters over profile-derived records |
| Bulk behavior | Charged per net-new record returned; retrieved records cached free for 90 days | Reviewers report low bulk match rates while credits are consumed for misses |
| Pricing | $99–$1,599/mo workspace plans, monthly or annual (20% off) | Free tier, then $49–$249 per user/mo (25% off yearly); credits roll over |
| Cost per 1,000 companies | $1.50–$3.50 per 1,000 net-new records; repeat retrievals free for 90 days | 1 credit per company export, roughly $20–$25 per 1,000 at published plan rates |
| Contact pricing | Billed per contact record: email and phone included when found, no separate phone premium. ContaGen agent fills gaps from the open web | 1 credit per email found, 10 credits per mobile number |
| For AI agents | MCP server and REST API over our own index | Official MCP server with search and enrich tools, a legitimate agent story |
Prospeo details verified August 12, 2026 from public pricing pages, documentation, and independent reviews. Spotted something outdated? and we'll fix it.
Two tools built from opposite ends
Prospeo's core loop is contact-first: you already know the person or company, and it finds you a verified email: fast, cheap, with a well-liked Chrome extension. Its newer company search adds ICP, lookalike, and technology filters over a 30M-company database derived from the LinkedIn profile graph and firmographic data.
DiscoLike's core loop is discovery-first: you describe a market (in a sentence, with seed domains, or with an exact phrase companies would use on their homepages) and we search our own crawl of 80M+ business websites to find accounts you didn't know existed. Contact search then scopes to the companies you discovered.
That ordering matters because contact tools can only enrich companies you already found. If your pipeline problem is upstream (the accounts themselves are invisible to LinkedIn-shaped databases), no email finder solves it.
Prospeo answers "what's this person's email?" DiscoLike answers "which companies should I even be talking to?"
The bulk economics
The most repeated complaint in Prospeo reviews concerns bulk runs: match rates that drop sharply on large imported lists while credits are consumed regardless of hits. For one-at-a-time lookups its pay-per-valid-result billing is fair; at list scale, cost becomes unpredictable. And for company discovery specifically, the published math favors us outright: Prospeo charges 1 credit per company export (roughly $20–$25 per 1,000 companies at plan rates) against DiscoLike's $1.50–$3.50 per 1,000 net-new records.
DiscoLike's model is built for lists: your subscription converts to credits, you're charged for net-new company records returned, and anything you've retrieved is cached free for 90 days: rerunning and refining a search costs nothing. Details on the pricing page.
Where Prospeo wins
Entry price and single-lookup UX. At $49 per user/mo with a free tier (and credits that roll over), it's one of the cheapest credible ways to get verified emails, and the Chrome extension workflow is well-built. The G2 score reflects real satisfaction from individual users. Its official MCP server is also properly scoped, not a checkbox. If your entire workflow is LinkedIn-first, one contact at a time, Prospeo is a rational default and DiscoLike would be overkill.
Fit
Which one is right for you?
Choose DiscoLike if
- Your bottleneck is finding companies, not finding emails for known people
- You build account lists in niche or international markets LinkedIn-shaped data misses
- You want to search website text directly: sentences and exact phrases
- You run list-scale discovery where per-miss credit burn would sting
- Your agents need a searchable index of the business web, not just enrichment endpoints
Choose Prospeo if
- You prospect one profile at a time from LinkedIn or Sales Navigator
- You want verified emails at the lowest credible entry price ($49/mo, free tier)
- The Chrome-extension workflow fits how you actually work
- You need a cheap, MCP-accessible contact enrichment API
FAQ
Common questions
Doesn't Prospeo also do company search with lookalike filters?
Yes. Prospeo's company search includes ICP, lookalike, intent, and technology filters over about 30M profile-derived records. DiscoLike's search runs over the crawled text of 80M+ business websites, which is what makes natural language queries and exact homepage-phrase matching possible. Same feature names, different substrate.
Is DiscoLike's contact data verified like Prospeo's?
Yes. DiscoLike contact emails are SMTP-validated, with phone, LinkedIn, seniority, and department filters, and contact search can be scoped to companies from a saved discovery result. Prospeo's verification holds up for individual lookups; independent tests suggest its accuracy claims are optimistic at scale.
Which is cheaper?
Prospeo, at the entry level: $49 per user/mo versus DiscoLike's $99 per workspace. The comparison flips at list scale: Prospeo charges 1 credit per company export (about $20–$25 per 1,000 companies at published rates) and reviewers report credits consumed on non-matching bulk records, while DiscoLike charges $1.50–$3.50 per 1,000 net-new records and caches everything you've retrieved free for 90 days.
Can I use Prospeo and DiscoLike together?
Yes. Discover accounts in DiscoLike, then use Prospeo's extension for ad-hoc LinkedIn contact lookups. Both have MCP servers and APIs, so agents can chain them: DiscoLike for the account list, Prospeo for individual email finds.
Researching the wider market? Read best Prospeo alternatives.
More comparisons
Testimonials
Hear it from our users
Dan Rosenthal
Co-Founder, Workflows.io
"Discolike helped me map out 2M+ companies for over 15 different B2B companies, including a unicorn. I've used all the big prospecting databases, and I can confidently say Discolike is the best tool for building target account lists."
Alex Fine
Co-Founder, Understory
"We've gone from struggling to find alternative lists outside traditional databases to basically having an untapped source of highly relevant companies. The way that Discolike operates on the back-end has been night and day vs their competitors."
Jordan Crawford
Founder, Blueprint
"DiscoLike has unprecedented coverage of companies on the Internet. Their core technology has been instrumental in some of my sneakiest campaigns."
Felix Frank
Founder, StackOptimise
"DiscoLike's segmentation is a powerful tool. It splits the client list into clearly labeled groups we can easily work with, saving us hours on ideal company profile identification."
Panos Sisamos
Co-Founder, Relevance.
"DiscoLike is right next to Clay in my tech-stack. Took me a couple of hours to get the hang of it, but now I can't live without it. Our process at Relevance relies heavily on accurate TAM mapping, and no one does it better than DiscoLike"
Patrick William Joyce
CEO, Outboundless
"DiscoLike's GTM toolbox is awesome for our daily grind, matching account names to domains like a breeze, segmenting our client list into spot-on company profiles, and modeling target accounts for each one to keep our B2B pipeline humming!"
Raouf Lemouchi
Founder, SalesTech Scout
"DiscoLike has a strong lookalike domain search, their wizard makes it incredibly easy to find high-quality prospects that match our ideal customer profile. Being able to automatically segment my targets is a really good feature."
Alex Vacca
Co-Founder, Cold IQ
"DiscoLike has quickly become a must-have in our campaign workflow. It's incredibly good at uncovering look-alike prospects and companies"
Nick Abraham
Founder, Leadbird.io
"Discolike has streamlined our list building process by allowing our team to create larger more accurate lists in half the time compared to regular data tools"
Put a real search engine under your GTM
- 80M+ companies in our own index
- 1B company pages crawled
- Self-serve from $99/mo, no demo required
- Company data from public web sources