Specter vs Harmonic
Over 400 VC funds use Specter as their private market data layer: 50M+ companies, 700M+ people and 1M+ transactions, with new signals landing every day.
Specter sets the pace for private markets, helping you discover deals, opportunities, and all the context you may ever need to be the first to the table. This is why over 400 of the world's most elite firms trust Specter over others as their data layer for private markets.
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Here are the main reasons VCs choose Specter over Harmonic as their private market data platform:
Data coverage
30M+ companies and 190M+ people, per its own site. A strong, well-curated slice of the private market.
50M+ companies and 700M+ people, two-thirds more companies and more than 3.5× the people, plus 350K+ investors and 1M+ transactions. With the richest industry taxonomy in private markets, that coverage surfaces the next breakout, including the bootstrapped and emerging long tail no list has priced before.
Depth per record
Rich company and people profiles.
250+ data points per company and 60+ per person: firmographics, funding, hiring, web & app traffic, app downloads & reviews, social metrics, G2 and Trustpilot reviews, and news from 60,000+ sources.
Revenue Signals
Only on SpecterSurfaces funding history and traction metrics like headcount and web traffic.
Reported revenue whenever a company discloses it, plus a live Revenue Signals feed adding 500+ verified revenue and profitability signals a day from news, social, podcasts and filings. On top of that, a modeled revenue estimate for every company, not just the few that disclose.
Valuations
Only on SpecterReports a valuation when a priced round is disclosed.
Reported valuations when rounds make them public, and a live valuation estimate that tracks between rounds, modeled monthly with a confidence band and re-anchored to every priced round. The number moves with the company instead of freezing at the last raise.
Investor Signals
Only on SpecterReal-time alerts when a company becomes actionable.
Predictive Investor Interest signals: the only live feed showing who is about to back or acquire whom, with confidence scores, before it hits the headlines.
Talent Signals
Monitors people making moves; filter by background and experience.
1,000+ talent signals a day, and stealth is where the daily cadence pays. New stealth founders, unicorn and Fortune-500 spinouts, new YC founders and out-of-stealth alerts land the day they're detected, not on next week's refresh. You reach the founder while the company is still in stealth.
AI Search & Agents
Scout, a slick in-app agent that answers natural-language queries and runs find → screen → act workflows.
Agents, Specter's AI agentic chat, are native to the platform: adjustable via skills, drawing on the entire Specter database plus web search. Natural-language and semantic search across all 50M+ companies runs alongside them. And Specter MCP plugs the same data into Claude, Cursor, OpenAI, or any agent you already run. Your intelligence layer isn't locked inside one vendor's chat box.
Email Notifications
Real-time alerts for talent moves and company changes.
Saved searches work like an inbox. New results arrive by email on the schedule you pick (daily, weekly or monthly), with a single weekly digest that rounds up every search you follow. Timezone-aware, and mirrored by in-app notifications.
Delivery surface
Web console, REST/GraphQL API, Chrome extension, Slack notifications, and bulk export.
Web app, best-priced API, bulk warehouse delivery (AWS, GCP, Snowflake), Chrome extension, CRM sync (Salesforce, Affinity, Attio, Airtable), and Specter MCP. The same data, wherever your team works.
What the API exposes
A clean REST + GraphQL API. But financing and investor data is a paid add-on, full investor details are GraphQL-only, and company snapshots can lag the live record by up to 14 days (per Harmonic's docs).
Proprietary feeds are first-class resources, with dedicated endpoints for Revenue, Talent, Investor-Interest and News signals alongside companies, people, investors and transactions. The same live signals you see in-app, queryable programmatically.
Specter has data Harmonic doesn't.
Here are a few things you get on Specter that Harmonic doesn't offer. To see everything the platform does, have a look at the platform page.
A few things Harmonic doesn't have:
- Modeled revenue for every company
- Live valuations between rounds
- Predictive investor-interest signals
- 500+ revenue signals a day
- 20M more companies
- Signals as API endpoints
- Specter MCP
- And more
A best-in-class private-markets API.
REST on OpenAPI 3.0, with everything Specter holds reachable programmatically: the full company, people, investor and transaction databases, all four signal feeds, and your team's network graph. Lists and saved searches built in the app become live API feeds, and one AI-search endpoint takes plain-English queries across every product.
Signals are first-class endpoints
Dedicated endpoints for Revenue, Talent, Investor-Interest and News signals, each with confidence scoring, source attribution and date. Harmonic's API has no equivalent signal resource.
Transactions & investor data are included
Funding rounds, acquisitions, IPOs and full investor profiles ship inside the API, included. Harmonic sells financing and investor data as a paid add-on, with full investor details in GraphQL only.
Search the whole database in plain English
AI search covers all eight products from a single endpoint: companies, people, investors, talent signals, interest signals, funding rounds, acquisitions and IPOs. Describe what you're looking for and Specter maps it to the right filters and returns full record objects.
Saved searches become live feeds
Build a search or list in the app, pull every result programmatically, and subscribe to new results as they appear. Creating and managing searches and lists is free; credits are spent only when you pull data.
Your team's network, queryable
Network endpoints expose everyone your team knows on LinkedIn, deduplicated across teammates: who you know at a target company, their roles, and which teammate holds the warmest path in.
Misses never cost a credit
Enrichment resolves a company, person or investor from a domain, LinkedIn URL or email, charged per matched result. If Specter doesn't hold a record yet, it begins gathering it on demand, so your next call can hit.
Bigger pages, fewer round-trips
Pages return up to 5,000 records at 15 requests per second. Harmonic's endpoints cap at 50–500 entities per request. For warehouse-scale pulls, a materially faster path.
Built to be consumed by your agents
Docs published as llms.txt, llms-full.txt and Markdown-per-page, and the same data reachable through Specter MCP. Harmonic's API powers its own Scout; Specter's is built for yours.
Specter API vs Harmonic API
Specter figures come from the API docs; Harmonic figures from its published docs and pricing. "Not published" means Harmonic doesn't state the figure publicly.
| Capability | Harmonic | |
|---|---|---|
| What's included | ||
| Programmatic access | Yes | Yes |
| Company & people databases | Yes | Yes |
| Funding rounds / transactions | Paid add-on | Included |
| Investor / deal data | Paid add-on | Included |
| Signal feeds as endpoints | — | Revenue, Talent, Interest, News |
| Team network graph | In-app feature | Dedicated endpoints |
| Verified email retrieval | Quota-limited | Per-person + bulk |
| Querying & workflows | ||
| API protocol | REST + GraphQL | REST (OpenAPI 3.0) |
| Plain-English search endpoint | In-app via Scout | Companies, people, investors, signals, transactions |
| Saved searches as live feeds | Shared searches | Searches, lists + subscriptions |
| Lookups that find no match | Not published | Free, gathered on demand |
| Scale & freshness | ||
| Max page size | 50–500 caps | Up to 5,000 |
| Rate limit | Not published | 15 requests/sec |
| Data freshness | Snapshots may lag up to 14 days | Live / real-time |
| Docs & agents | ||
| LLM / agent-native docs | Standard docs | llms.txt + Markdown pages |
| Runs inside AI agents | Powers its own Scout | Specter MCP, any agent |
The trusted private market data platform for VCs.
Teams that evaluate every tool keep choosing Specter.








“Specter will become table stakes for any fund that wants to be in the top quartile.”

Richard Dulude
Partner, Underscore VC
“In a short period of time, Specter has become an integral part of how we ensure we have 100% coverage of the markets we operate in.”

Gideon Hayden
Partner, Leaders Fund
“We've already found one of our investments through Specter. Its value extends well beyond pure sourcing.”

Pietro Invernizzi
Founder, firedrop
See why Specter is the trusted private market data layer for over 400 VCs.
Book a 30-minute demo and we'll pull up live data on the companies you care about.
Book a demoFrequently Asked Questions
Yes, and more. Harmonic is a strong startup-discovery engine, and Specter is an excellent place to discover the next breakout too, thanks to the most exhaustive coverage in private markets and the richest industry taxonomy anywhere. Where Specter pulls ahead is everything that happens after the find: modeled revenue and valuation for every company, predictive investor-interest signals, and delivery on any AI agent. One platform carries you from sourcing through pricing to prediction, across the whole investment lifecycle.
Specter covers more of the market: 50M+ companies and 700M+ people, including the small bootstrapped companies that never show up anywhere else. It also has data nobody else sells. Every company gets a revenue estimate and a live valuation, and interest signals show which investors are circling a deal before it happens. The data stays fresh and clean, too. Signals arrive daily, revenue figures come from verified sources, and predictions carry confidence scores. And teams keep working the way they already do, in the browser, over the API, in a warehouse or CRM, or through the Chrome extension and Specter MCP.
Two-thirds more companies (50M+ vs Harmonic's published 30M+) and more than 3.5× the people (700M+ vs 190M+), alongside 350K+ investors, 1M+ transactions and 250+ data points per company. But raw size is only half of it: the coverage reaches deep into the long tail of bootstrapped and emerging companies that never make a list, and the richest industry taxonomy in private markets means you can actually surface them, sector by sector and niche by niche, instead of just storing them.
Fresher than anything else in private markets. The data is real-time: daily incrementals run across every dataset, company, people, investor, news, revenue, talent, transactions and funding signals. The API serves the live record, so what you pull is what's true right now. Some competitors serve snapshots that can run two weeks behind.
Specter cleans data before you ever see it. News comes from 60,000+ verified sources, and every story is scored for significance so noise stays out of your feed. Revenue figures are normalized to USD, with context and profitability flags attached. Predictive signals carry confidence scores. Every company, person, investor and transaction has a stable ID that links cleanly across the platform. That's a bar competitors don't hold, and it's why funds run their models on Specter data.
Yes, for every company, with confidence bands attached. It's a category Harmonic doesn't offer at all. Revenue is modeled monthly and anchored to every verified disclosure, and a live Revenue Signals feed adds 500+ verified data points a day from news, social, podcasts and filings. Valuation stacks on top, re-anchored to each priced round and re-rated monthly in between, so you always have a defensible, current number rather than a figure frozen at the last raise.
Yes. Agents, Specter's agentic AI chat, live natively in the platform. They're easy to use, adjustable through skills, and they pull from the entire Specter database plus web search to build context around whatever you're working on. Most clients pair Agents with the natural-language AI search across all 50M+ companies and the in-app AI competitor tooling. And through Specter MCP, Specter's tooling also runs inside Claude, Cursor, OpenAI, or any agent you already use.
Almost certainly. Specter ships as a web app, a best-priced REST API, bulk warehouse delivery (AWS, Google Cloud and Snowflake, in CSV or Parquet), a Chrome extension, CRM sync (Salesforce, Affinity, Attio and Airtable) and Specter MCP. It's the same data delivered where your team already works, with no migration project required.
Yes. Network tracking maps who across your team already knows a given founder or operator, so the warmest path to an intro surfaces right next to the data. No more guessing who can make the connection. The Chrome extension makes it a daily driver: open any company's site or LinkedIn page and your team's warmest paths appear right there. It's the same relationship mapping you'd expect from Harmonic, layered on top of Specter's exclusive revenue, valuation and predictive signals.
The most complete platform for private markets.
Over 400 VC funds use Specter as their private market data layer: 50M+ companies, 700M+ people and 1M+ transactions, with new signals landing every day.
The app investors live in.
Search 50M+ companies, follow the signal feeds, and see your team's warmest path into every deal.