Up to 4 at once.
| Criteria | HoneyLog | TollBit |
|---|---|---|
| Weighted Score | 3.5/5 | 4.0/5 |
| Pricing | 14-day free trial; subscription pricing on request. | Free for publishers; monetization is delivered through AI access licensing. |
| Platform Type | Bot & crawler analytics | Bot & crawler analytics |
| Crawler Identification & Classification | 4.6/5 | 3.8/5 |
| Traffic Visibility & Coverage | 4.4/5 | 4.2/5 |
| AI Traffic Reporting & Analytics | 4.2/5 | 4.0/5 |
| Access Control & Policy Enforcement | 1.2/5 | 3.9/5 |
| AI Traffic Monetization & Licensing | 3.8/5 | 4.5/5 |
| Publisher-Specific Reporting | 3.5/5 | 3.2/5 |
| Search Bot Governance | 3.2/5 | 2.8/5 |
| Data Integration & Export | 3.4/5 | 3.0/5 |
| Technical Performance & Scale | 3.3/5 | 3.5/5 |
| Privacy & Compliance | 3.0/5 | 2.5/5 |
| Deployment & Time to Value | 2.4/5 | 4.4/5 |
| Strengths | ✓ Catches AI crawlers that never execute JavaScript ✓ Deterministic log data rather than modelled estimates | ✓ Purpose-built for publishers rather than generic bot mitigation ✓ Free for publishers and fast to deploy |
| Limitations | ✗ Analytics-first: no built-in monetization or enforcement ✗ Requires access to server or edge logs to deploy | ✗ Licensing revenue depends on publisher scale and brand leverage ✗ Requires an agent-facing surface to unlock the full feature set |
HoneyLog
3.5
Rating
★ 3.5/5
Pricing
14-day free trial; subscription pricing on request.
Platform
Bot & crawler analytics
Scores
Crawler Identification & Classification
4.6
Traffic Visibility & Coverage
4.4
AI Traffic Reporting & Analytics
4.2
Access Control & Policy Enforcement
1.2
AI Traffic Monetization & Licensing
3.8
Publisher-Specific Reporting
3.5
Search Bot Governance
3.2
Data Integration & Export
3.4
Technical Performance & Scale
3.3
Privacy & Compliance
3.0
Deployment & Time to Value
2.4
Strengths
✓ Catches AI crawlers that never execute JavaScript
✓ Deterministic log data rather than modelled estimates
Limitations
✗ Analytics-first: no built-in monetization or enforcement
✗ Requires access to server or edge logs to deploy
TollBit
4.0
Rating
★ 4.0/5
Pricing
Free for publishers; monetization is delivered through AI access licensing.
Platform
Bot & crawler analytics
Scores
Crawler Identification & Classification
3.8
Traffic Visibility & Coverage
4.2
AI Traffic Reporting & Analytics
4.0
Access Control & Policy Enforcement
3.9
AI Traffic Monetization & Licensing
4.5
Publisher-Specific Reporting
3.2
Search Bot Governance
2.8
Data Integration & Export
3.0
Technical Performance & Scale
3.5
Privacy & Compliance
2.5
Deployment & Time to Value
4.4
Strengths
✓ Purpose-built for publishers rather than generic bot mitigation
✓ Free for publishers and fast to deploy
Limitations
✗ Licensing revenue depends on publisher scale and brand leverage
✗ Requires an agent-facing surface to unlock the full feature set
