Real ChatGPT answer · index seedlKaZ8FyuljYcompleteMarketing and advertising · web analyticsinformational
What are the best open-source tools to use alongside GA4 for spotting fake bot traffic that ruins my conversion rate?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best open-source tools to use alongside GA4 for spotting fake bot traffic that ruins my conversion rate?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
open source bot detection tools BotD FingerprintJS BotD documentation bot traffic analytics GA4 server logs GoAccess CrowdSec Coraza OWASP CRS Google ↗
open source web analytics bot filtering server logs bot detection tools documentation Google ↗
- GitHub – BotD · github.com
- GitHub - fingerprintjs/BotD: Free bot detection library that runs in the browser. Detects automation tools and frameworks. No server required, runs 100% on the client. MIT license, no usage restrictions. · github.com
- CrowdSec website · crowdsec.net
- Bot detection documentation · docs.crowdsec.net
- How Bot Detection Works · docs.crowdsec.net
- Official website · goaccess.io
- GoAccess · goaccess.io
- Bot detection documentation · docs.snowplow.io
- Filtering bot events · docs.snowplow.io
- Coraza · coraza.io
- OWASP Core Rule Set · coreruleset.org
- Bot Management and Anti-Automation · cheatsheetseries.owasp.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source bot detection tools BotD FingerprintJS BotD documentation bot traffic analytics GA4 server logs GoAccess CrowdSec Coraza OWASP CRS OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
open source web analytics bot filtering server logs bot detection tools documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |