Up to 4 at once.
| Criteria | HoneyLog | ScalePost |
|---|---|---|
| Weighted Score | 3.5/5 | 3.2/5 |
| Pricing | 14-day free trial; subscription pricing on request. | Subscription pricing on request. |
| Platform Type | Bot & crawler analytics | AI visibility analytics |
| Crawler Identification & Classification | 4.6/5 | 3.8/5 |
| Traffic Visibility & Coverage | 4.4/5 | 3.8/5 |
| AI Traffic Reporting & Analytics | 4.2/5 | 3.5/5 |
| Access Control & Policy Enforcement | 1.2/5 | 1.2/5 |
| AI Traffic Monetization & Licensing | 3.8/5 | 2.2/5 |
| Publisher-Specific Reporting | 3.5/5 | 3.2/5 |
| Search Bot Governance | 3.2/5 | 2.0/5 |
| Data Integration & Export | 3.4/5 | 3.5/5 |
| Technical Performance & Scale | 3.3/5 | 3.6/5 |
| Privacy & Compliance | 3.0/5 | 2.5/5 |
| Deployment & Time to Value | 2.4/5 | 3.0/5 |
| Strengths | ✓ Catches AI crawlers that never execute JavaScript ✓ Deterministic log data rather than modelled estimates | ✓ Measures AI citation rather than only crawl volume ✓ Useful for both publishers and the brands they sell to |
| Limitations | ✗ Analytics-first: no built-in monetization or enforcement ✗ Requires access to server or edge logs to deploy | ✗ Visibility measurement rather than traffic control or enforcement ✗ No access management or licensing layer |
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
ScalePost
3.2
Rating
★ 3.2/5
Pricing
Subscription pricing on request.
Platform
AI visibility analytics
Scores
Crawler Identification & Classification
3.8
Traffic Visibility & Coverage
3.8
AI Traffic Reporting & Analytics
3.5
Access Control & Policy Enforcement
1.2
AI Traffic Monetization & Licensing
2.2
Publisher-Specific Reporting
3.2
Search Bot Governance
2.0
Data Integration & Export
3.5
Technical Performance & Scale
3.6
Privacy & Compliance
2.5
Deployment & Time to Value
3.0
Strengths
✓ Measures AI citation rather than only crawl volume
✓ Useful for both publishers and the brands they sell to
Limitations
✗ Visibility measurement rather than traffic control or enforcement
✗ No access management or licensing layer
