Comparison
Waldo vs. Zignal Labs: narrative defense or brand offense?
Zignal watches fast-moving narratives for comms and risk teams. Waldo equips marketing agents to act on the market.
The short answer
Zignal Labs is a real-time narrative intelligence platform used by communications, risk, and public sector teams to track fast-moving stories, sold on enterprise contracts. Waldo is marketing-side brand intelligence for agents: 200+ API and MCP endpoints serving raw social, ad, and audience data with analysis on demand, metered by credits.
Zignal Labs analyzes enormous volumes of digital stories in real time so communications, risk, and public affairs teams can spot emerging narratives before they become crises. Its customers include public sector and national security organizations alongside enterprise comms teams, and it sells accordingly: enterprise contracts, custom scoped.
Waldo lives on the marketing side of the same world. It tracks what brands run, what categories discuss, and what audiences say, and delivers all of it through 200+ REST endpoints and a native MCP server so agents can research campaigns, mine creative angles, and monitor brand health without a situation room.
When each one wins
Choose Waldo when
- Your questions are marketing questions: campaigns, categories, audiences, and creative.
- A 24-hour tracking cycle plus live Discover lookups covers your operating tempo.
- You want agents drafting briefs and answering brand questions straight from the data.
- You need self-serve access and metered pricing, not an enterprise intelligence contract.
Choose Zignal Labs when
- You need real-time narrative detection at very large scale, measured in minutes, not days.
- Reputation risk, issues management, and crisis response are the job.
- Your organization runs a situation room during elections, launches, or incidents.
- Public sector or security-grade requirements shape your procurement.
Feature by feature
| Feature | Waldo | Zignal Labs |
|---|---|---|
| Built for | Agents and the teams that run them | Comms, risk, and public affairs teams |
| Primary surface | 200+ REST endpoints plus a native MCP server | Real-time dashboards and situation room views |
| What a query returns | Raw posts, ads, page snapshots, and verbatims, or scored analysis | Narrative tracking, spike alerts, and media analysis |
| Coverage model | Brand, category, and audience in one surface | News and social narratives at very large scale |
| Paid ads intelligence | Meta and Google ad libraries tracked daily per brand | Not the focus |
| Data freshness | Tracked entities refresh every 24 hours; Discover endpoints query platforms live | Real time, built for fast-moving stories |
| Pricing | Credit-metered, no per-seat fees | Custom quote, enterprise contract |
Where Waldo is different
Built for brand work
Waldo’s endpoints are shaped for marketing: /brands/{id}/ads/active for competitor creative, /category/{id}/angle-library for the messaging angles in a category, audience endpoints for what people actually say.
Sources stay attached
Every output links to the posts, ads, and snapshots behind it, and captured material is stored permanently even if deleted at the source. Useful for defense, essential for offense.
Fresh enough for the job
Tracked brands, categories, and audiences refresh every 24 hours, and Discover and enrichment endpoints hit platforms live when an agent needs a right-now lookup.
Priced for variable usage
Credits per call from an org-level pool: about 1 per 20 results raw, about 5 for analysis, volume discounts as you grow, no per-seat fees.
Questions teams ask
Is Waldo a crisis monitoring tool?
Not primarily. Live Discover lookups let agents check a breaking situation, but Zignal is engineered for real-time narrative operations at massive scale. Waldo is engineered for the ongoing marketing questions on either side of a crisis.
Can both tools coexist?
Comfortably. Comms and risk keep their real-time narrative platform; marketing and strategy point Waldo’s API and MCP tools at brands, categories, and audiences. The budgets and the readers rarely overlap.
What does Waldo cost to try?
The beta is self-serve and credit-metered: sign up at /build/get-started, mint a key, and pay per call, with an annual activation fee only if you add a brand, category, or audience not already tracked.
Keep reading
Put Waldo behind your agents
Brand, category, and audience intelligence over 200+ API and MCP endpoints. Sign up, mint a key, and run it against the brands you actually track.