Tracks Google search rankings and SERP features for any keyword using apidojo's Google Search scraper on Apify. Triggers when the user asks to: check Google rankings for a keyword, see who ranks on page 1 for a search term, track SERP positions for a list of keywords, monitor competitor rankings on Google, find featured snippets or People Also Ask boxes for a query, analyze the search results landscape for a topic, audit top-ranking content for a keyword, or research organic search competition for SEO. Returns ranking position, URL, title, snippet, and SERP feature type per result. Ideal for SEO managers, content strategists, and digital marketing agencies.
编程
seo-drift
试用SEO drift monitoring: capture baselines of SEO-critical elements, detect changes, and track regressions over time. Git for SEO: baseline, diff, and track changes to your on-page SEO. Use when user says "SEO drift", "baseline", "track changes", "did anything break", "SEO regression", "compare SEO", "before and after", "monitor SEO changes", or "deployment check".
它能做什么
SEO drift monitoring: capture baselines of SEO-critical elements, detect changes, and track regressions over time. Git for SEO: baseline, diff, and track changes to your on-page SEO. Use when user says "SEO drift", "baseline", "track changes", "did anything break", "SEO regression", "compare SEO", "before and after", "monitor SEO changes", or "deployment check".
技能文档
SEO Drift Monitor (April 2026)
Git for your SEO. Capture baselines, detect regressions, track changes over time.
Commands
| Command | Purpose |
|---|---|
/seo drift baseline | Capture current SEO state as a "known good" snapshot |
/seo drift compare | Compare current page state to stored baseline |
/seo drift history | Show change history and past comparisons |
What It Captures
Every baseline records these SEO-critical elements:
| Element | Field | Source |
|---|---|---|
| Title tag | title | seogeo parse |
| Meta description | meta_description | seogeo parse |
| Canonical URL | canonical | seogeo parse |
| Robots directives | meta_robots | seogeo parse |
| H1 headings | h1 (array) | seogeo parse |
| H2 headings | h2 (array) | seogeo parse |
| H3 headings | h3 (array) | seogeo parse |
| JSON-LD schema | schema (array) | seogeo parse |
| Open Graph tags | open_graph (dict) | seogeo parse |
| Core Web Vitals | cwv (dict) | seogeo pagespeed |
| HTTP status code | status_code | seogeo fetch |
| HTML content hash | html_hash (SHA-256) | Computed |
| Schema content hash | schema_hash (SHA-256) | Computed |
How Comparison Works
The comparison engine applies 17 rules across 3 severity levels. Load
references/comparison-rules.md for the full rule set with thresholds,
recommended actions, and cross-skill references.
Severity Levels
| Level | Meaning | Response Time |
|---|---|---|
| CRITICAL | SEO-breaking change, likely traffic loss | Immediate |
| WARNING | Potential impact, needs investigation | Within 1 week |
| INFO | Awareness only, may be intentional | Review at convenience |
Storage
All data is stored locally in SQLite:
~/.cache/seo-geo-skill/drift/baselines.db
Tables
- baselines: Captured snapshots with all SEO elements
- comparisons: Diff results with triggered rules and severities
URL normalization ensures consistent matching: lowercase scheme/host, strip default ports (80/443), sort query parameters, remove UTM parameters, strip trailing slashes.
Command: baseline
Captures the current state of a page and stores it.
Steps:
- Validate URL (SSRF protection via
google_auth.validate_url()) - Fetch page via
seogeo fetch - Parse HTML via
seogeo parse - Optionally fetch CWV via
seogeo pagespeed(use--skip-cwvto skip) - Hash HTML body and schema content (SHA-256)
- Store snapshot in SQLite
Execution:
seogeo drift baseline
seogeo drift baseline --skip-cwv
Output: JSON with baseline ID, timestamp, URL, and summary of captured elements.
Command: compare
Fetches the current page state and diffs it against the most recent baseline.
Steps:
- Validate URL
- Load most recent baseline from SQLite (or specific
--baseline-id) - Fetch and parse current page state
- Run all 17 comparison rules
- Classify findings by severity
- Store comparison result
- Output JSON diff report
Execution:
seogeo drift compare
seogeo drift compare --baseline-id 5
seogeo drift compare --skip-cwv
Output: JSON with all triggered rules, old/new values, severity, and actions.
After comparison, offer to generate an HTML report:
seogeo drift report --output drift-report.html
Command: history
Shows all baselines and comparisons for a URL.
Execution:
seogeo drift history
seogeo drift history --limit 10
Output: JSON array of baselines (newest first) with timestamps and comparison summaries.
Cross-Skill Integration
When drift is detected, recommend the appropriate specialized skill:
| Finding | Recommendation |
|---|---|
| Schema removed or modified | Run /seo schema for full validation |
| CWV regression | Run /seo technical for performance audit |
| Title or meta description changed | Run /seo page for content analysis |
| Canonical changed or removed | Run /seo technical for indexability check |
| Noindex added | Run /seo technical for crawlability audit |
| H1/heading structure changed | Run /seo content for E-E-A-T review |
| OG tags removed | Run /seo page for social sharing analysis |
| Status code changed to error | Run /seo technical for full diagnostics |
Error Handling
| Scenario | Action |
|---|---|
| URL unreachable | Report error from seogeo fetch. Do not guess state. Suggest user verify URL. |
| No baseline exists for URL | Inform user and suggest running baseline first. |
| SSRF blocked (private IP) | Report validate_url() rejection. Never bypass. |
| SQLite database missing | Auto-create on first use. No error. |
| CWV fetch fails (no API key) | Store null for CWV fields. Skip CWV rules during comparison. |
| Page returns 4xx/5xx | Still capture as baseline (status code IS a tracked field). |
| Multiple baselines exist | Use most recent unless --baseline-id specified. |
Security
- All URL fetching goes through
seogeo fetchwhich enforces SSRF protection (blocks private IPs, loopback, reserved ranges, GCP metadata endpoints) - No curl, no subprocess HTTP calls -- only the project's validated fetch pipeline
- All SQLite queries use parameterized placeholders (
?), never string interpolation - TLS always verified -- no
verify=Falseanywhere in the pipeline
Typical Workflows
Pre/Post Deployment Check
/seo drift baseline https://example.com # Before deploy
# ... deploy happens ...
/seo drift compare https://example.com # After deploy
Ongoing Monitoring
/seo drift baseline https://example.com # Initial capture
# ... weeks later ...
/seo drift compare https://example.com # Check for drift
/seo drift history https://example.com # Review all changes
Investigating a Traffic Drop
/seo drift compare https://example.com # What changed?
/seo drift history https://example.com # When did it change?
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