Niche Value Finder - Score Niche Ideas by Growth & Buyer Intent
Pricing
from $10.00 / 1,000 niche scoreds
Niche Value Finder - Score Niche Ideas by Growth & Buyer Intent
Seed topics in, ranked niche ideas out. Expands with Google Autocomplete and Trends related searches, then scores each niche 0-100 on 5-year growth, demand, buyer intent and seasonality. Explainable scores.
Pricing
from $10.00 / 1,000 niche scoreds
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Niche Value Finder: Score Niche Ideas by Growth, Demand & Buyer Intent
Give it a few broad topics and it returns a ranked list of niche keywords worth building around, each with an opportunity score (0-100) that explains itself. Use it to decide what product, blog, store, course, YouTube channel or affiliate site to start, or which corner of your market is heating up.
Guide: How to score niche ideas 0-100 with free Google data, a worked example with real results.
How it works
- Expands each seed topic with Google Autocomplete (what people actually type), including buyer-style variations like "best…", "…vs…", "buy…". Turn on Deep expansion for a-z long-tail ideas.
- Measures every candidate on Google Trends over 5 years: year-over-year growth, recent momentum, trend direction, seasonality and peak month.
- Puts all candidates from a seed on one demand scale, so you can compare them directly.
- Compares the seeds with each other (2+ seeds), so
demandAcrossSeedsranks every niche in the run on one scale. - Digs one level deeper: rising and breakout related searches for every niche (sub-niche ideas), the top regions for the best niches, and a month-by-month seasonal profile.
- Scores each niche and gives a plain-English verdict.
The opportunity score
| Part | Weight | What it measures |
|---|---|---|
| Growth | 30% | Year-over-year change in search interest |
| Demand | 20% | Search interest relative to the other niches from the same seed (log scale) |
| Buyer intent | 20% | Whether the phrase signals spending (buy, best, price, review, vs, near me...) or just curiosity (what is, how to, free) |
| Momentum | 15% | The latest quarter of the period vs the quarter before |
| Steadiness | 10% | Low seasonality scores higher, so demand doesn't vanish for half the year |
| Breadth | 5% | How often the phrase appears across autocomplete variations |
Niches with breakout related searches (Google's label for growth above 5000%) get a bonus. Falling niches get a penalty. Every row includes scoreParts, so you can see why a niche scored the way it did and re-weight it yourself.
Output per niche
seed, keyword, rankInSeed, opportunityScore, verdict, scoreParts, yearOverYearChangePct, recentChangePct, trendDirection, relativePopularity, demandAcrossSeeds, averageInterest, seasonality, monthlyProfile (Jan-Dec, strongest month = 100), peakMonth, buyerIntent, intentWords, autocompleteHits, rising and breakouts (related searches), topRegions, trendsUrl.
How to use
- Enter seed topics, one per line.
- Pick a country and how many niches to score per seed.
- Optionally set a minimum score to keep only the strongest ideas.
- Export to CSV, Excel or JSON, or send the results to Google Sheets.
Pricing
Pay per niche scored. Candidates with too little search data are returned free, and niches below your minimum score are not returned or charged.
Notes
- Keywords with too little search data for Google Trends to measure reliably are returned free with the verdict "too little search data".
- Region values are exactly what Google Trends reports. In October 2026, Google's own map showed Wyoming as the top US state for many unrelated keywords, so compare the other regions with each other rather than relying on the top spot.
- Google Trends values are relative, not absolute search volumes. The score ranks ideas against each other. It doesn't predict revenue.
- Data comes from public Google Autocomplete and Google Trends. This actor is not affiliated with Google.
