Side-by-side comparison · Research & Search
Consensus vs Prompt Cowboy vs Wokelo
Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.
Comparing 3 tools, the maximum.
At a glance
Pick it if: Anyone who wants to know whether something is backed by actual studies before repeating it.
Pick it if: Anyone who feels their AI results are mediocre and suspects the prompt is the reason.
Pick it if: Private equity, venture, investment banking, consulting and corporate development teams that research companies and markets every week.
Overview
| Attribute | Consensus | Prompt Cowboy | Wokelo |
|---|---|---|---|
| In one line | Searches academic papers and tells you what the evidence actually says. | Turns a rough one-line idea into a detailed, well-structured prompt for any AI tool. | AI research agents that write company, market and due diligence reports for dealmakers. |
| Pricing model | Freemium | Freemium | Paid |
| Starting price | $20/mo | $8/mo | See website |
| Free plan | Yes | Yes | No |
| Works with Claude Code | No | No | Yes |
Rating breakdown
Our scores out of 5. The higher bar in each row is highlighted.
| Attribute | Consensus | Prompt Cowboy | Wokelo |
|---|---|---|---|
| Overall rating | 4.3Winner | 4.2 | 3.8 |
| Ease of useHow quickly someone non-technical gets value from it. | 4.5 | 5.0 | 4.0 |
| FeaturesHow completely it covers its own job, and how well the pieces fit together. | 4.5 | 4.0 | 4.0 |
| Output qualityHow good the results are before you fix them. | 4.0 | 3.5 | 4.0 |
| Value for moneyWhat you get for the price, including the free plan. | 4.0 | 4.0 | 3.0 |
| Speed & reliabilityHow fast it is and how often it falls over. | 4.5 | 4.5 | 4.0 |
Feature comparison
A tick means it does this today. A dash means we haven't checked.
| Attribute | Consensus | Prompt Cowboy | Wokelo |
|---|---|---|---|
| Access & platform | |||
| Free plan | Yes | Yes | No |
| Mobile app | – | No | – |
| Desktop app | No | No | – |
| Browser extension | – | – | – |
| API access | Yes | – | Yes |
| Teams & business | |||
| Team workspace | Yes | Yes | Yes |
| Enterprise plan or SSO | Yes | No | Yes |
| Connects to other apps | Yes | No | Yes |
| Open source or self-hosted | No | No | No |
| AI abilities | |||
| Works with your files | – | No | Yes |
| Understands images | No | No | – |
| Makes images | No | No | No |
| Makes video | No | No | No |
| Writes code | No | No | No |
| Runs agents or automations | No | No | Yes |
| Learns your brand or style | No | Yes | – |
| Works in many languages | – | – | – |
| Capabilities score | 5/ 17 | 3/ 17 | 6/ 17 |
Pricing
Plans as listed on each vendor's site when we last checked. Confirm before you buy.
| Attribute | Consensus | Prompt Cowboy | Wokelo |
|---|---|---|---|
| Plans | Free Free Occasional fact-checking. | FreeOur pick Free Learning what a good prompt looks like. | EnterpriseOur pick Custom Investment, consulting and corporate strategy teams. |
ProOur pick $20/mo, or $12/mo billed yearly Anyone who checks evidence weekly. | Individual $8/mo People who use it daily and want prompts in their own voice. | ||
Deep $65/mo, or $45/mo billed yearly Researchers and clinicians doing frequent literature reviews. | Team $8/seat/mo Small teams who want shared instructions. | ||
Teams Custom Labs, departments and research groups. | |||
| Which plan to pick | Start on Free. If you find yourself rationing the 10 Pro messages, Pro billed yearly is good value at $12 a month. Deep is only for people whose job is literature reviews; most readers here will never need it. | Free is genuinely enough for most people. Pay for Individual only if you are writing prompts all day and the style matching would save you editing time. Team costs the same per seat, so if more than one person will use it, take Team for the shared instructions and single bill. | There is only a sales-led contract. Ask for a trial on a live deal or project before you sign, and check which premium data sources are included at your price. |
Key features
| Attribute | Consensus | Prompt Cowboy | Wokelo |
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Pros and cons
| Attribute | Consensus | Prompt Cowboy | Wokelo |
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Who each one is for
| Attribute | Consensus | Prompt Cowboy | Wokelo |
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Questions people ask
Which is better, Consensus, Prompt Cowboy or Wokelo?
Consensus scores highest overall in our ratings (Consensus 4.3/5, Prompt Cowboy 4.2/5 and Wokelo 3.8/5). Consensus is best for fact-checking health claims and finding studies on a topic. Prompt Cowboy is best for better prompts for Claude and ChatGPT and deep-research briefs. Wokelo is best for first-pass due diligence on a target and industry and market landscapes.
Which is cheaper, Consensus, Prompt Cowboy or Wokelo?
Consensus: There's a free plan, and paid plans start at $20/mo. Prompt Cowboy: There's a free plan, and paid plans start at $8/mo. Wokelo: Pricing isn't published; check the vendor's site for a quote.
Which is easier to use, Consensus, Prompt Cowboy or Wokelo?
Prompt Cowboy rates highest for ease of use in our scores. Anyone who feels their AI results are mediocre and suspects the prompt is the reason.
How we compare
Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability.
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