Trend Lab

Search demand first, scoring model second.

Verified Search Console queries show what Google has actually surfaced. Illustrative candidates remain below to demonstrate the future scoring workflow without presenting their source labels as live measurements.

Verified search evidence

189 property impressions, 0 clicks

Google Search Console, 2026-08-05 to 2026-09-01. Captured through the read-only API on 2026-09-04.

The property-level total is 189 impressions. Page-dimension rows represent 237 URL impressions because more than one site URL can appear in one search result. Query-only rows represent 54 impressions, while 21 visible query-page pairs represent 56 URL impressions; Google also omits some low-volume queries for privacy. These measures are shown separately instead of being reconciled artificially.

Property impressions

189

URL impressions

237

Clicks

0

Visible-query impressions

54

Visible query rows

13

Query evidence

Real queries in the current window.

How result evidence is counted
QueryTarget pageImpressionsPositionClicks
geo checklist/geo-bench/geo-content-checklist987.20
growth automation workflows/playbooks/ai-growth-automation-workflow858.60
growth experimentation automation/playbooks/ai-growth-automation-workflow863.10
growth bench/350
programmatic seo ai/programmatic-seo4660
programmatic seo with ai/programmatic-seo458.80
geo bench/geo-bench227.50
geo readiness audit checklist/playbooks/geo-visibility-audit-checklist275.50
programmatic seo blog generator/programmatic-seo2780
ai programmatic seo/programmatic-seo2620
geo-bench/geo-bench1300
automation bench/playbooks/ai-growth-automation-workflow1650
ai for b2b growth/1570
/
Impr.
21
Clicks
0
Position
15
/about
Impr.
7
Clicks
0
Position
16.4

Local sample dataset

The rows below demonstrate opportunity scoring and distribution planning. They are not live Google Trends, Reddit, X, TikTok, or DataForSEO measurements. The DataForSEO adapter remains dry-run only until a paid request is explicitly authorized.

86publishedWorkflowIllustrative sample

ai agent workflow audit

A checklist for teams that want to find broken handoffs before adding more AI agents.

Audience
Ops leads, founders, automation agencies
Draft URL
/programmatic-seo/ai-agent-workflow-audit

Illustrative signal channels

Channel labels show where a production discovery job could gather evidence.

Reddit ops threadsLinkedIn postsSearch Console seed
Velocity78
Competition gap58
Confidence82

Distribution draft

Most teams do not need more agents first. They need to audit where the existing workflow leaks context.

91publishedTemplateIllustrative sample

geo content checklist

A practical structure for pages that want to be quoted by answer engines.

Audience
SEO specialists, content operators, B2B marketers
Draft URL
/geo-bench/geo-content-checklist

Illustrative signal channels

Channel labels show where a production discovery job could gather evidence.

Perplexity answersAI Overview examplesSEO newsletters
Velocity84
Competition gap52
Confidence88

Distribution draft

GEO pages need extractable answers, visible entities, and source-backed claims. This checklist turns that into a review pass.

83publishedResearchIllustrative sample

programmatic seo quality gates

A scoring model that blocks thin pages before they reach the sitemap.

Audience
Growth engineers, SEO founders, content teams
Draft URL
/playbooks/programmatic-seo-quality-gates

Illustrative signal channels

Channel labels show where a production discovery job could gather evidence.

Founder Slack notesSERP reviewSearch Console pages
Velocity71
Competition gap49
Confidence79

Distribution draft

Programmatic SEO only works when page generation has a real quality gate, not just a template loop.

78watchingTemplateIllustrative sample

ai visibility report template

A weekly reporting format for tracking answer-engine mentions and citation readiness.

Audience
Remote clients, agencies, AI search consultants
Draft URL
/reports/ai-visibility-report-template

Illustrative signal channels

Channel labels show where a production discovery job could gather evidence.

Client questionsGemini result patternsNewsletter scans
Velocity69
Competition gap63
Confidence74

Distribution draft

AI visibility work needs a weekly report that separates page quality, index status, and answer-engine evidence.

80readyWorkflowIllustrative sample

content automation system map

A systems diagram for going from trend signal to published and reviewed pages.

Audience
Hiring managers, remote teams, automation buyers
Draft URL
/system/content-automation-system-map

Illustrative signal channels

Channel labels show where a production discovery job could gather evidence.

Portfolio positioningContent ops searchAgency RFPs
Velocity73
Competition gap66
Confidence76

Distribution draft

A content automation system is not a content generator. It is a measured pipeline from signal to review.