Comparison
Waldo vs. Pulsar: audience intelligence for consoles or for agents?
Pulsar maps conversations and communities for research teams. Waldo streams the raw material to your agents.
The short answer
Pulsar is an enterprise audience intelligence and social listening platform, part of Pulsar Group, built for agency and research teams mapping conversations and the communities behind them, sold on custom quotes. Waldo is an agent-native layer: 200+ API and MCP endpoints serving raw brand, category, and audience data or scored analysis, metered by credits.
Pulsar, through its TRAC platform, built a reputation on cultural insight: it ingests public conversation from a wide range of source types, maps the communities behind it, and helps strategy, comms, and research teams tell the story of how narratives move. It is part of Pulsar Group, the listed company formerly called Access Intelligence that also owns Vuelio and Isentia, and it sells on custom quotes to agencies, brands, and public sector teams.
Waldo shares the interest in audiences and narratives but changes who does the reading. Brand activity, category trends, and audience conversation ship through 200+ REST endpoints and a native MCP server, as raw verbatims and creatives or scored analysis, so agents, scripts, and everyday AI tools can query the market directly instead of waiting on a research console.
When each one wins
Choose Waldo when
- Agents and automations consume the intelligence, so API and MCP delivery is the requirement.
- You want raw verbatims and creatives per call, with scored analysis when you ask for it.
- Competitor ads and landing pages belong in the same surface as conversation and trends.
- Self-serve access and metered credits fit better than an enterprise research contract.
Choose Pulsar when
- Cultural insight work is the job: mapping communities and narratives for strategy and planning.
- Your agency or insight team wants a research-grade workbench with visual storytelling built in.
- Analysts will use the platform daily, and clients expect its polished outputs in decks.
- You value a wider comms stack, with media monitoring and PR tools under the same group.
Feature by feature
| Feature | Waldo | Pulsar |
|---|---|---|
| Built for | Agents and the teams that run them | Agency, comms, and research teams in a console |
| Primary surface | 200+ REST endpoints plus a native MCP server | A research platform with visual dashboards |
| What a query returns | Raw posts, ads, page snapshots, and verbatims, or scored analysis | Conversation maps, community segments, and trend charts |
| Coverage model | Brand, category, and audience in one surface | Public conversation across a wide range of source types |
| Paid ads intelligence | Meta and Google ad libraries tracked daily per brand | Not the core focus |
| Data freshness | Tracked entities refresh every 24 hours; Discover endpoints query platforms live | Near real-time within the platform |
| Pricing | Credit-metered, no per-seat fees | Custom quote, enterprise contract |
Where Waldo is different
Raw verbatims on request
/audiences/{id}/conversations returns what an audience actually says as source-linked verbatims, so an agent can quote the market directly rather than paraphrase a community map.
Creative next to conversation
Daily Meta and Google ad library pulls and landing page snapshots live in the same API as audience data, so narrative questions get answered alongside what brands are running into those narratives.
One install, three assistants
The MCP server is one block in mcp.json or an org-wide connector, and tools like audience_insights and category_trends work in Claude, ChatGPT, and Copilot with the same auth as the API.
Self-serve and metered
The beta is open: sign up, mint a key, and pay credits per call, about 1 per 20 results on raw lists and about 5 on analysis, with an activation fee only for untracked entities.
Questions teams ask
Does Waldo do community mapping?
Not as a packaged visualization. Waldo returns the underlying conversation, audience verbatims, and panel data, plus scored analysis per call, so your agents can segment and describe communities with whatever method your team trusts.
Who tends to choose which?
Research and comms teams that live in a console and present cultural insight lean Pulsar. Teams routing brand, category, and audience questions through agents, and teams that want the ad record next to the conversation, lean Waldo. Larger agencies sometimes hold both.
What does evaluating Waldo cost?
It is credit-metered and self-serve: sign up at /build/get-started, mint an API key, and pay per call, with an annual activation fee only if you add a brand, category, or audience that is not already tracked. There is no contract to scope first.
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.