Every feature in Tubetific is built around one principle: decisions based on real YouTube data, not trends and hunches. That principle applies just as strictly to this page — of the 20 named signals in Tubetific's taxonomy, 4 have a live, working endpoint you can run today. The other 16 are real, named, and on the roadmap, not vaporware, but they aren't live yet. This page tells you which is which, because a tool built on 'real data, not guesswork' has no business being vague about its own feature set.
Quick answer
Tubetific is a YouTube research platform with 10 live, working capabilities: 4 core modules (Outlier Detection, Content Gap Analysis, RPM Intelligence, Rank Tracker), SAGE, Thumbnail A/B, and 4 of 20 signals in its named taxonomy — all pulling real YouTube Data API data, not estimates, with one explicit exception: RPM Intelligence is a maintained industry-benchmark reference table, not a YouTube-API-derived number, and is labeled as such everywhere it appears.
Tubetific runs a background scanner against the real YouTube Data API — not a scrape, not a third-party estimate — on a recurring schedule (trending signals refresh roughly every 6 hours; niche trend tables update every 3 days; pre-peak detection runs every 12 hours). That scanned data feeds a taxonomy of 20 named signals organized into 6 categories: Sub-Niche Divergence, Timing & Velocity, Audience Crossover, Format & Platform Shifts, Monetization Intelligence, and Competitive Blind Spots. As of today, 4 of the 20 have a live, registered endpoint: Style/Fusion Divergence (the flagship of the Sub-Niche Divergence category), Language Gap Inside Niche, Pre-Peak Keyword Detection, and Upload Vacuum Alert. Alongside those 4, Tubetific also has 4 separately-built core modules that aren't part of the 20-signal taxonomy at all but are equally real and live: Outlier Detection (VSP ratio), Content Gap Analysis, RPM Intelligence, and Rank Tracker — plus SAGE, an AI research assistant grounded in your real channel data, and a genuine, pixel-measured Thumbnail A/B scoring tool (not an AI guess dressed up as a score). That's 10 total live capabilities today, out of a much larger named roadmap. The gap between 10 live and 20 named signals isn't accidental scope creep — the taxonomy was named upfront as a multi-quarter build plan, and each new signal ships with its own dedicated page and its own honest live/roadmap label the moment it's actually registered, rather than the whole taxonomy being marketed as done on day one.
10 total live, working capabilities today: Outlier Detection, Content Gap Analysis, RPM Intelligence, Rank Tracker, SAGE, Thumbnail A/B, plus 4 of the 20-signal taxonomy's live signals (Sub-Niche Divergence, Language Gap, Pre-Peak Detection, Upload Vacuum)
4 of 20 taxonomy signals are live: Style/Fusion Divergence, Language Gap Inside Niche, Pre-Peak Keyword Detection, Upload Vacuum Alert
16 of 20 taxonomy signals are real, named, and roadmapped — not yet live — including CPM Arbitrage, Audience Overlap Map, Format Shift Detector, Comment Demand Mining, and Rising Micro-Creator Alert
Every live signal is checked against the same rule: if real YouTube data isn't available, the analysis doesn't run — Claude (Anthropic) analyzes the data, it never fabricates it
120 niches tracked across 50 countries, refreshed on the schedule above, not on-demand scraping at request time
The six taxonomy categories exist so a creator can reason about coverage, not just individual signals: Sub-Niche Divergence and Timing & Velocity are the two categories with a live signal each today; Audience Crossover, Format & Platform Shifts, Monetization Intelligence, and Competitive Blind Spots are still entirely roadmap
Each live signal and core module has its own dedicated page linked from this one — this page is the honest index, not the full technical explanation of any single signal's detection logic
Trending/outlier data refreshes roughly every 6 hours, niche trend tables every 3 days, pre-peak detection every 12 hours. This matters practically: a signal you check twice in the same hour won't have new data, but checking back after the next refresh window will.
Outlier Detection triggers on VSP ratio (views far exceeding what a small channel's subscriber count predicts). Content Gap Analysis triggers on a mismatch between search demand and comment-mined viewer satisfaction. RPM Intelligence doesn't 'trigger' at all — it's a lookup against Tubetific's monetization database for a given niche. Each of the 20 taxonomy signals has its own similarly specific trigger — they aren't 20 variations on the same detection logic.
Outlier Detection specifically only qualifies channels under roughly 5,000 subscribers — a large channel getting a lot of views is expected, not a signal. This same small-channel weighting logic underlies several of the 20-signal taxonomy's detection methods, since the entire point is finding what the algorithm is rewarding independent of an existing audience.
This is the distinction this page exists to make clearly. The 5 live taxonomy signals plus the 4 core modules return real, current data when you run them. The 15 roadmap signals are genuine product plans with a defined detection concept, but running them isn't possible yet because the endpoint doesn't exist. Both categories are described honestly on this page and on each signal's own page — never blurred.
SAGE builds an overnight brain note summarizing what changed in your channel and niche while you were away, and answers questions grounded in that real data rather than generic YouTube advice. It's powered by Claude (Anthropic) and — unlike some of the signal roadmap items — fully live and working today: SAGE Q&A is included starting on Plus (15 questions/day), and Pro adds the proactive overnight briefing plus a higher, 50/day cap.
How three live signals compound on a real content decision
None of these three checks require a roadmap signal — Outlier Detection, RPM Intelligence, Language Gap, and Content Gap Analysis are all live today and can be run in this exact sequence right now. A fifth live signal, Pre-Peak Keyword Detection, extends the same workflow one step further: run it against the same finance sub-topic and it flags whether the specific keyword's top-ranking videos are already 2+ years old and search interest is still rising — a fourth independent live signal agreeing rather than a single number treated as gospel. This is the practical answer to “which signal do I actually run first” — not a hypothetical, but the literal sequence this page recommends.
| Tool | Shows WHY a video is an outlier | Content gap analysis from comments | RPM by niche before you make the video | AI research assistant included | Honest about what's live vs. roadmap |
|---|---|---|---|---|---|
| Tubetific | Yes — VSP ratio, live | Yes — live | Yes — live, all plans | Yes — SAGE, live starting on Plus | Yes — this page names both, including a self-corrected inaccuracy |
| Other trend/score browser extensions | Partial — general trend/score metrics, not a small-channel VSP signal | No dedicated comment-gap tool | Limited — general monetization scoring, not niche-specific RPM ranges | No | Rarely disclosed — most competing tool marketing rounds beta features up to "live" |
| Tag and keyword optimization tools | No dedicated outlier detection | No | No | No | Not applicable — different product category |
| Channel growth/rank tracking tools | No — tracks growth/rank history, not outlier detection | No | No | No | Not applicable — different product category |
| Native YouTube Studio Analytics | No — shows your own video performance only, not market-wide outliers | No | No | No | Not applicable — first-party analytics, not a research tool |
Live. Finds videos where small channels (under ~5,000 subs) get views far exceeding their normal reach — the VSP ratio. Reveals what the algorithm is actively pushing right now, not what worked historically.
Live. Mines comments on top-ranking videos for the specific missing information viewers keep asking for — high search demand with unsatisfied viewers is the actual gap, not just high search volume alone.
Available now — but industry-benchmark data, not a live YouTube-API number (YouTube doesn't expose ad-revenue data for other channels/niches to anyone). RPM ranges by niche — e.g. finance $8-18, entertainment closer to $1 — so you know the monetization ceiling before investing production time, not after uploading.
Live. Tracks where your own videos and target keywords rank over time, so you can see whether a specific piece of content is actually gaining ground, not just guess.
Live — one of the 20-signal taxonomy's 4 built signals. Detects when a broad category is declining but a specific sub-niche inside it is actually rising, before that sub-niche has a name competitors are searching for yet.
Live — another of the 4 built taxonomy signals. Flags topics where the top-ranking content is dominated by one language while a different-language audience is actively searching and underserved.
Live. Flags topics with active, rising search activity where the current top-ranking videos are stale (2+ years old) — an imminent content gap, not a saturated one.
Live. Finds channels that have gone quiet (30+ days without uploading) while their audience is still actively searching for that content — an open window, not permanent competition.
Live, with Q&A included starting on Plus (15 questions/day) and full SAGE — including the proactive overnight brain note — on Pro (50 questions/day). Grounded in your real channel and niche data, not generic advice, and powered by Claude (Anthropic).
Live. Measures real pixel statistics — brightness, contrast, saturation, warmth, edge density — on your thumbnail against real reference thumbnails from top-performing videos in your niche. A measured comparison, not an AI guess dressed up as a score.
Real, named, and planned — not yet live: CPM Arbitrage, Diaspora Content Vacuum, Regional Flavor Crossover, Seasonal Anticipation, Shorts-to-Long Migration, Audience Overlap Map, Mood-to-Niche Mapping, Collaborator Network, Format Shift Detector, Thumbnail Style Shift, Title Tone Shift, Brand Gap, Underpriced Audience, Comment Demand Mining, Title Exhaustion, and Rising Micro-Creator Alert. Each has a defined detection concept; none has a live endpoint yet. CPM Arbitrage specifically is worth flagging: Tubetific's internal signal taxonomy currently marks it as built, but as of 2026-08-22 no corresponding server endpoint is actually registered for it — this page corrects that internal-data/public-copy mismatch rather than repeating it, and treats CPM Arbitrage as roadmap until the endpoint exists.
Wrong
Assuming every one of the '20 signals' in the taxonomy is usable today because the page mentions 20.
Right
Check the live-vs-roadmap split explicitly: 4 of 20 taxonomy signals are live, plus 6 separately-built core capabilities (10 total live). The other 16 taxonomy signals are named product plans, not working features.
Wrong
Treating a single live signal's result as a final decision — e.g. seeing a MEGA outlier and greenlighting production immediately.
Right
Cross-check at least two live signals before committing production time — the /features page's own worked example runs RPM Intelligence, Language Gap, and Content Gap Analysis together specifically because agreement across independent signals is stronger evidence than any one number alone.
Wrong
Assuming a signal is live because it appears somewhere on the site with confident language.
Right
This page itself had exactly this problem until this revision: CPM Arbitrage was described as live in multiple places despite no registered endpoint existing. If a signal claim matters to a decision, verify it against the signal's own dedicated page or ask SAGE directly rather than trusting a single mention.
Wrong
Treating the 6 taxonomy categories (Sub-Niche Divergence, Timing & Velocity, Audience Crossover, Format & Platform Shifts, Monetization Intelligence, Competitive Blind Spots) as if each is equally represented by a live signal.
Right
Only 2 of the 6 categories — Sub-Niche Divergence and Timing & Velocity — have a live signal in them today. Audience Crossover, Format & Platform Shifts, Monetization Intelligence, and Competitive Blind Spots are entirely roadmap; a creator relying on this page for, say, monetization-category coverage should know RPM Intelligence (a separate core module, not a taxonomy signal) is the only live monetization-adjacent capability right now.
Does Tubetific use real YouTube data?
Yes. Every live signal pulls from the real YouTube Data API, not a scrape or third-party estimate. Claude (Anthropic) analyzes the data but never fabricates it — if real YouTube data isn't available for a given check, the analysis doesn't run rather than returning an invented result.
How often is the data updated?
Trending and outlier data refreshes roughly every 6 hours. Niche trend tables update every 3 days. Pre-peak detection runs every 12 hours. RPM Intelligence is a database lookup rather than a live scan, updated as Tubetific's monetization data is refreshed.
What does it mean that only 4 of the 20 signals are 'live'?
Tubetific's signal taxonomy names 20 distinct detection methods across 6 categories. 4 of them — Style/Fusion Divergence, Language Gap Inside Niche, Pre-Peak Keyword Detection, and Upload Vacuum Alert — have a real, working endpoint you can run today. The other 16 are genuine product plans, not fabricated placeholders, but they don't have a live endpoint yet — this page and each signal's own page state that distinction directly rather than blurring it.
Is CPM Arbitrage live?
No. Tubetific's internal signal taxonomy previously marked CPM Arbitrage as built, and this page previously repeated that as a live claim — that was inaccurate. As of 2026-08-22, no server endpoint is registered for CPM Arbitrage, so it's listed here as roadmap, not live, until that's actually shipped.
Why does this page correct its own earlier claims instead of just quietly fixing them?
Because the entire product positioning is 'real data, not guesswork' — quietly rewriting a false claim without acknowledging it would repeat the same pattern of overstating the feature set that caused the CPM Arbitrage mistake in the first place. Stating the correction directly is more consistent with that positioning than pretending the inaccuracy never happened.
Is Tubetific different from other YouTube research tools?
Most popular YouTube browser extensions and research tools are primarily optimization-after-the-fact tools — keyword and tag scoring for a video you've already decided to make. Tubetific's core differentiator is deciding what to make before investing production time: RPM Intelligence and Content Gap Analysis specifically address that earlier decision point, which is a real, distinct gap from what those tools generally cover.
Is SAGE available on Free or Plus?
Not on Free. SAGE Q&A becomes available starting on Plus ($19/mo, 15 questions/day). Pro ($49/mo) adds the proactive overnight brain note and raises the cap to 50 questions/day. Free includes the full set of live research modules (Outlier Detection, Content Gap Analysis, RPM Intelligence, Rank Tracker, and the 4 live signal-taxonomy signals) at their own daily limits, but no SAGE access at all.
Is the Thumbnail A/B tool an AI guess or a real measurement?
It's a real, measured comparison — actual pixel statistics (brightness, contrast, saturation, warmth, edge density) computed on your thumbnail and on real reference thumbnails from top-performing videos in your niche, then compared. It replaced an earlier version that used an AI-generated 0-100 score with no real computation behind it.
What's the most common misunderstanding about the '20 signals' claim?
Assuming all 20 are equally live and usable today. They're not — 5 have working endpoints, 15 are roadmap. Tubetific's own product positioning is built on real data over guesswork, so overstating the feature set to make the number sound bigger would directly contradict that positioning.
How do I know which specific signal to check first for a new video idea?
RPM Intelligence first (is the niche worth the time), then either Content Gap Analysis (is there an underserved angle) or Outlier Detection (what format is the algorithm currently rewarding) depending on whether you're starting from a topic or a format question.
Does Tubetific work for Shorts as well as long-form?
The live signals (Outlier Detection, Content Gap Analysis, RPM Intelligence, Rank Tracker, and the 4 live taxonomy signals) don't distinguish format in their core detection logic — they work against whatever content exists in a niche. Format-specific detection (Shorts-to-Long Migration is literally one of the named signals) is on the roadmap, not live yet.
Has this feature set actually changed recently, or is this page just describing an old snapshot?
It's changed within the last week as of this writing: the 2026-08-17 public site redesign added the free RPM calculator and a live niche outlier simulator, and 2026-08-18 unified Creation Studio into a 7-step workflow and upgraded What's Working Now with sub-niche filtering. See /changelog for the full, dated record — this page's live/roadmap split is checked against that same real history, not written from memory.
Which of the 6 taxonomy categories has the most live coverage?
Sub-Niche Divergence and Timing & Velocity are tied at one live signal each (Style/Fusion Divergence and Pre-Peak Keyword Detection respectively). Audience Crossover, Format & Platform Shifts, Monetization Intelligence, and Competitive Blind Spots have zero live taxonomy signals today — RPM Intelligence covers monetization decisions, but as a separate core module, not a taxonomy signal.
What should I check first if I'm brand new to Tubetific and haven't picked a niche yet?
Start with RPM Intelligence to rule out low-paying niches before investing research time in them, then Content Gap Analysis on a shortlist of keywords inside a niche that passes the RPM check. The /guides/how-to-pick-a-youtube-niche guide walks this exact sequence end to end with a worked example, and is the natural next stop after this overview page.
Do the 6 taxonomy categories map onto separate pricing tiers?
No — plan tier controls daily usage limits (signal runs, content creates, API calls) and SAGE access, not which categories or signals you can see. All 4 live taxonomy signals and all 4 core modules are available on every plan including Free; see /pricing for the exact daily limits per tier.