Keywordsstarter
AI-Resistant Keyword Tagger
Find keywords that survive the AI revolution
What it does
AI-Resistant Keyword Tagger uses a 3-layer pipeline to classify keywords: 1) Heuristic pre-classification with pattern recognition, 2) SERP feature analysis via Serper API (AI Overview detection, featured snippets, local packs), 3) Gemini deep classification with contextual scoring. Each keyword gets a resistance score (0-100), category, signals, recommendation, and content strategy. You also get a portfolio health indicator and distribution per category.
The Problem
You don't know which keywords AI already answers.
- AI Overviews provide direct answers — users don't click through
- Some keywords are already lost to AI-generated answers
- No way to systematically identify vulnerable vs. resistant keywords
- Wrong keyword prioritization wastes content investments
The Solution
AI-Resistant Keyword Tagger classifies your keywords automatically.
- SERP check reveals AI Overviews, featured snippets, and local packs
- 14 categories from transactional (high resistance) to definition (low)
- AI-generated content strategy per keyword
- Portfolio health indicator shows total vulnerability
Features
- Resistance Scoring: Score 0-100 per keyword based on 3-layer pipeline (heuristics + SERP + AI).
- SERP Feature Check: Detects AI Overviews, featured snippets, local packs, and shopping results.
- 14 Categories: From transactional and local (high) to definition and simple how-to (low).
- Portfolio Analysis: See total distribution and health indicator for your entire keyword set.
FAQ
- What does AI-resistant mean?
- An AI-resistant keyword is one where traditional SEO still wins because AI can't provide a complete answer. Examples: transactions, local services, tools, personal experiences.
- How accurate is the scoring?
- Scoring combines heuristic pattern recognition, real SERP data from Serper (AI Overview detection), and Gemini deep classification. The 3-layer approach provides higher accuracy than single-source methods.
- How many credits does it cost?
- 30 credits per analysis. Up to 30 keywords per run with SERP check + Gemini classification.
Try AI-Resistant Keyword Tagger free