Demand Creation|7 min read

Trend Mining Engine

Monitor Google Trends, Reddit rising posts, and Twitter/X velocity for emerging topics in your category. Publish in 48 hours. Capture the traffic before it becomes competitive.

Angrez Aley

Senior paid ads manager

20257 min read

Trend content follows a predictable curve: 48 hours of opportunity before major media covers it, 72 hours before competitors publish their takes, 7 days before Google's index reflects the competitive landscape. The window is real — and narrow.

The brands that show up first on a trend become the authority reference. Content written three weeks later is derivative by definition.

This isn't about chasing news cycles. It's about monitoring your specific category for emerging vocabulary, tool comparisons, and problem-framing shifts — and creating the first definitive resource for each.

Signal Sources

Monitor these in order of signal speed — each has a different lag before the signal reaches mainstream:

SourceSignal lagWhat to watch
Twitter/X velocityHoursTopic spikes in follower lists; ratio of retweets to replies
Reddit rising12–24hrsPosts gaining upvotes fast in category subreddits
Google Trends24–48hrsBreakout queries in your category (>500% recent spike)
Hacker News front page12hrsTechnical trend signal; early adopter proxy
LinkedIn viral posts24–48hrsB2B conversation shifts; industry hashtag spikes
Exploding Topics48–72hrsCurated trend database; confirmed momentum signal

Trend Scoring Framework

Not every trend is worth covering. Score each signal before publishing:

Relevance to ICP

Would your target buyer care about this topic?

Publish: Direct connection to their problems
Skip: Tangentially interesting to you but not them

Keyword potential

Does this generate search volume or will it?

Publish: Already trending on Trends; related terms exist
Skip: Pure social buzz with no search intent

Angle availability

Can you add unique perspective from your domain?

Publish: You have data, case studies, or product insight
Skip: Purely repeating what mainstream is saying

Production speed

Can you publish something valuable in under 48 hours?

Publish: Clawdbot can generate a solid first draft in 30 min
Skip: Topic requires deep research you don't have

48-Hour Content Pipeline

1

Hour 0–2: Clawdbot detects signal, scores it, sends Telegram alert

2

Hour 2–4: You approve or reject. If approved, Clawdbot generates first draft

3

Hour 4–6: Draft review + SEO metadata (title, meta, canonical)

4

Hour 6–8: Internal review, fact-check, publish to canonical domain

5

Hour 8–24: Social distribution — LinkedIn post, Twitter/X thread, relevant subreddit

6

Hour 24–48: Monitor indexing; begin syndication via AI Slop workflow

The draft doesn't need to be perfect. It needs to exist before anyone else's does. You can improve it later. You can't reclaim first-mover position.

Trends to Avoid

Seasonal trends with existing dominant content — too much established competition

Controversy or political adjacency — association risk outweighs traffic value

Viral memes or cultural moments — traffic spikes but no buyer intent

Topics outside your verifiable expertise — thin content penalized more than ever

Clawdbot Configuration

SettingValue
Monitor frequencyHourly for Twitter/X; 6-hour for Reddit and Trends
Keyword seedsCategory terms, competitor names, adjacent problem vocabulary
Spike thresholdAlert on >300% velocity increase vs 7-day baseline
ScoringAuto-score on relevance + keyword potential; flag for human approval
Draft triggerApproved signals immediately queue a Clawdbot draft
OutputDraft article + meta + social distribution copy in one package

Foundation

Haven't set up Clawdbot yet?

OpenClaw + Telegram + Claude. Takes ~20 minutes.

Setup Guide
Back to all Clawdbot agents
Manages all your accounts
Google Ads
Connect
Meta
Connect
Shopify
Connect
GA4
Connect
Amazon
Connect
Creatives optimization
Next Ad
ROAS1.8x
CPA$45
Ad Creative
ROAS3.2x
CPA$12
24/7 ROAS improvements
Pause 27 Burning Queries
0 conversions (30d)
+$1.8k
Applied
Split Brand from Non-Brand
ROAS 8.2 vs 1.6
+$3.7k
Applied
Isolate "Project Mgmt"
Own ad group, bid down
+$5.8k
Applied
Raise Brand US Cap
Lost IS Budget 62%
+$3.2k
Applied
Monthly Impact
$0/ mo
Next Gen of Marketing

Let AI Run Your Ads