Glossary
Very close (Jaccard similarity)
Automatic marker for a prompt deemed a near-duplicate of another already in the batch, based on Jaccard similarity computed on tokens (normalised words). Typical threshold: > 0.85.
Concrete example
"What are the best portable ACs for a studio?" and "Best portable AC for a small apartment?" share most of their tokens: the second is flagged "Very close" to the first.
Why it matters
Without this guardrail, a narrow pool would produce artificially inflated batches. The marker lets you clean the batch without losing credits and hints that the pool may need broadening.
Related terms
- Auto fallback
Marker applied to a prompt when the LLM call failed technically (timeout, quota, format error) and GEOPromptly automatically switched to Template mode to still produce a usable phrasing. No credit is charged for these prompts.
- Credit
The billing unit debited for each prompt generated via an LLM. One prompt = one credit at generation time. Prompts marked "Very close" (near-duplicates) or "Auto fallback" (technical AI-call failure) do not consume credit on deletion.
- Pool of themes
The consolidated set of topics available for prompt generation, aggregated from your imports (sitemap, GSC, URLs, keywords) and your enrichments (PAA, PASF, semantic fingerprint). Each topic can be selected, deselected, or hidden if judged noisy.