Consensus vs Haystack
Consensus vs Haystack, compared side by side on 19 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: Consensus is on 55/100 and Haystack on 42/100.
Where each one leads
Consensus
- our overall score: 55/100 against 42/100
- agent readiness: 71/100 against 29/100
- domain rating: 79/100 against 31/100
Haystack
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Consensus | Haystack |
|---|---|---|
| What it is | An AI-powered search engine that accelerates academic research by extracting and synthesizing findings from over 250 million peer-reviewed papers. | AI-powered knowledge management and search for enterprise teams. |
| Category | AI Search Engine, Academic Research, Literature Review, Generative AI | AI Search Engine, Knowledge Management, Enterprise Software, Foundation Model |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Software |
| Founded | 2020 | 2021 |
| Headquarters | New York, United States | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Consensus | Haystack |
|---|---|---|
| Total funding | $10.0M | $10.0M |
| Latest round | Seed | Seed |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Consensus | Haystack |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 55/100 | 42/100 |
| Traction | 35/100 | 35/100 |
| Team | 60/100 | 60/100 |
| Community | 8/100 | 15/100 |
| Search visibility | 15/100 | 26/100 |
| Quality | 68/100 | 45/100 |
| Agent readinessHow well an AI agent can read and act on the site | B (71/100) | F (29/100) |
| Domain ratingLink authority, 0-100 | 79/100 | 31/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Consensus | Haystack |
|---|---|---|
| CDN | Cloudflare | Cloudflare |
| Frameworks | Not detected | Jquery, Bootstrap |
| Analytics | Not detected | Google Analytics 4, Segment |
| Open source | No | Yes |
Consensus vs Haystack: common questions
Which is better, Consensus or Haystack?
On our 0-100 score Consensus rates higher (55/100 against 42/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 19 data points above: read the rows that match what you are buying for.
How do Consensus and Haystack compare on the numbers?
Consensus leads on our overall score (55/100 against 42/100), agent readiness (71/100 against 29/100), domain rating (79/100 against 31/100).
Read the full Consensus review and pricing or the Haystack review and pricing. You can also browse other Consensus alternatives we track.