Niche Trending Product Picks

Use SignalScore 5x5 Matrix when you have at least 10 potential niches or product ideas and you’re about to narrow down to 2-4 candidates. If you only have one idea, you can still score it-but the matrix shines when you’re comparing options side by side.

What you need to execute successfully is straightforward:

• A list of candidate niches or specific product ideas (at least 10). - Access to three types of signal sources: - Search interest (how often people search related terms) - Social chatter (how often people discuss the topic on platforms) - Marketplace velocity (how quickly products related to the topic are selling or gaining traction) - A way to capture numbers fast so you don’t rely on vibes. Named tools below are common and practical: - Google Trends for search interest (free) - TikTok search results and view counts for social chatter (built-in) - Amazon Best Sellers pages or a marketplace with visible ranking changes for marketplace velocity (choose one marketplace you can track consistently)

Before you score anything, define your “topic set” for each niche. A topic set is the set of search terms and product keywords you’ll use to measure demand. For example, for “portable espresso” your topic set might include “portable espresso maker,” “travel espresso machine,” and “espresso on the go.” You’ll use the same topic set each time so your scores are comparable.

The SignalScore 5x5 Matrix (the five signals) Each signal gets a score from 1 to 5. That makes the total score range from 5 to 25.

1. Search Interest Lift: Is search interest rising recently? 2. Search Volume Density: Are there multiple related terms with meaningful search activity (not just one obscure phrase)? 3. Social Chatter Momentum: Are posts and discussions increasing in the last 30-60 days? 4. Social Chatter Specificity: Are people discussing the exact problem the product solves (not just vague lifestyle talk)? 5. Marketplace Velocity: Are relevant products moving now (rank movement, bestseller movement, or clear sales traction indicators)?

You’ll score each signal based on numbers you can check the same day.

Execution Steps

1. Pick your candidate list and lock your topic sets (45-60 minutes). Checkpoint: You have 10-20 candidate niches, and each one has 3-6 keywords that describe what buyers would search for. Time estimate: 1 hour. Example for Riley: Riley has a “portable kitchen upgrades” list and chooses one niche keyword set for each idea so Riley isn’t accidentally measuring different things across niches.

2. Score Search Interest Lift using Google Trends (15-25 minutes per batch). Action: For each candidate niche, plug 1-3 primary keywords into Google Trends and set the timeframe to the last 12 months (or last 90 days if you’re chasing fast trends). Checkpoint: Record the trend line behavior and the most recent relative score (Google shows relative interest from 0-100). Scoring guide (use these ranges consistently): - 5 points: Clear upward slope in the most recent 30-90 days, with recent relative interest above 60. - 3 points: Mostly flat or mild upturn; recent relative interest between 30-60. - 1 point: Downward slope or recent relative interest below 30. Time estimate: 10 minutes for 5-7 niches once you’re familiar with the interface.

3. Score Search Volume Density (10 minutes per niche keyword set). Action: Using your topic set keywords, check whether more than one term shows meaningful activity. You’re looking for “multiple doors,” not a single door. Checkpoint: For each niche, count how many topic-set keywords show relative interest of at least 30 in the recent period (pick the same period you used in step 2). Scoring guide: - 5 points: 4-6 keywords above 30 - 3 points: 2-3 keywords above 30 - 1 point: 0-1 keywords above 30 Differentiator: Riley uses this to avoid getting trapped by a niche where one oddball phrase spikes while everything else is dead.

4. Score Social Chatter Momentum on TikTok (20-30 minutes per niche). Action: Search each primary keyword on TikTok. Look at the newest results and note whether the topic is consistently producing views and engagement recently. You’re not trying to guess virality-you’re checking whether the conversation is alive. Checkpoint: Pick three recent videos (from the last 30-60 days) and record: - approximate view counts - whether they’re still getting engagement over time (comments, saves, shares if visible) Scoring guide (practical ranges for most niches): - 5 points: Multiple recent videos each with strong views (for many niches: 50,000+ views) and ongoing engagement signals - 3 points: Some recent traction (often 10,000-50,000 views) but inconsistent - 1 point: Few recent videos, low views (under 10,000) and minimal engagement Time estimate: 25 minutes once you know what to look for.

5. Score Social Chatter Specificity (10 minutes per niche). Action: Scan the captions and the first 2-3 seconds of the top recent videos. You’re checking whether creators are talking about the same pain point your product would solve. Checkpoint: Answer this yes/no checklist for each niche: - Do creators mention the specific use case (the exact “why”) rather than generic lifestyle? - Do comments show buyers asking for product details (“where to buy,” “link,” “size,” “works with X”)? Scoring guide: - 5 points: Clear problem-solution language + repeated buyer questions in comments - 3 points: Some problem references, but comments are mixed - 1 point: Mostly vague content with no purchase intent signals

6. Score Marketplace Velocity using a consistent marketplace (20 minutes per niche). Action: Choose one marketplace you’ll stick with for the whole scoring session (Amazon is common, but any marketplace with visible ranking movement works). Then search for the most direct product category for your niche. Checkpoint: Use one of these measurable indicators: - If you can see it: rank changes over time or “moving” bestseller listings - If not: how many new listings/reviews appear recently and whether top products have current momentum indicators (like frequent “top seller” placements) Scoring guide (keep it consistent with your marketplace): - 5 points: Category shows active movement (many recent review dates, frequent bestseller refreshes, clear “hot” placements) - 3 points: Category stable but not exploding; some products are moving - 1 point: Category looks stagnant; few recent signals and older review patterns Differentiator: Riley avoids scoring “marketplaces” based on one product page. Instead, Riley checks whether the category is moving.

7. Add the scores and shortlist (30-45 minutes). Action: Sum the five signal scores for each niche to get a total out of 25. Checkpoint: Create a shortlist using these rules: - Keep niches scoring 18-25 as “build-worthy” - Keep 12-17 as “maybe later” (test with one content series) - Drop 5-11 unless you have a strong reason to believe demand will shift fast Time estimate: 45 minutes for 10-15 niches if you’ve recorded scores cleanly.

8. Run a 7-day validation sprint before you commit to production (5-6 hours total). Action: Pick the top 1-2 niches and publish content designed to test demand, not to “sell.” For TikTok, that means posting videos that answer the search intent: comparisons, “how it works,” setup, problem/solution demos. Checkpoint: Track results daily and measure two things: - views per video relative to your baseline (your average views from the last 10 posts) - comments that show purchase intent (questions about links, sizes, where to buy, price) Success threshold for this sprint: - At least 2 out of 5 posts beat your baseline views by 30%+ - You receive 5+ purchase-intent comments across the 5 posts Time estimate: 1-2 hours to plan, 3-4 hours to film/edit, then quick daily checks.

Watch Outs

Don’t treat the matrix like a prophecy because demand signals can look strong and still fail if your content doesn’t match the buyer’s language. Score the niche, then test whether people respond to your content format.

Don’t score only one keyword because Search Volume Density will hide the truth. A niche where only one phrase spikes often turns into weak content performance once you broaden your posts.

Don’t chase social chatter with no search support because social chatter can be entertainment, not purchase intent. If Google Trends stays low (recent relative interest under 30) while TikTok is loud, expect lots of views but fewer buyers.

Don’t use marketplace velocity from a single product page because one viral listing can distort the category. Score the category’s movement using repeatable indicators you can check each time.

Don’t skip the topic set definition because you will accidentally measure different things for different niches. If you’re not consistent with keywords, your scores become apples-to-oranges.

Don’t wait months to decide because trends move. If your Search Interest Lift and Social Chatter Momentum aren’t both trending in the last 30-90 days, you’re likely late or chasing a slow burn.

Don’t confuse “views” with “intent” because views can come from curiosity. Focus on comment patterns like “where to buy,” “link,” “does it work with,” and “is it worth it.”

Success Metrics

You’ll know the SignalScore 5x5 Matrix worked if it consistently points you toward niches that pass both demand and content response.

Use these targets and check them at two points: after scoring (Day 0) and after the 7-day validation sprint (Day 7).

First, scoring quality targets (Day 0):

• Your top shortlist should contain niches with totals of 18+ out of 25. - In that shortlist, at least 3 of the 5 signals should be scored 4 or 5. Example checkpoint: If a niche scores high only because Social Chatter Momentum is strong, but Search Interest Lift is 1-2, treat it as risky and plan extra validation content.

Second, content validation targets (Day 7):

• For the top niche test (5 posts), you should hit: - 2 out of 5 posts at 30%+ above your baseline views - 5+ purchase-intent comments across those posts - At least 1 post that earns a clear “buying question” (pricing, links, availability, sizing, compatibility)

Finally, decision metric:

• If your top scored niche fails the sprint targets twice in a row, stop adding new content to that niche and revisit your scoring. Most of the time, the problem is one of the signals being misread: either the search demand isn’t actually rising, or the social chatter is not about purchase intent.

Riley’s takeaway from using this matrix is simple: the scores don’t just pick “cool products.” They pick niches where people are already asking questions and buying in the background. That’s what turns TikTok posting from random into a repeatable content engine.

Next, you’ll take the same demand signals and translate them into product shortlists you can actually create for-so your audience grows because you’re building for what demand is already doing, not what you hope it will do.

End of chapter one. 4 more chapters and about 11,432 words in the full book.