Ambient Computing
10 points above the 54/100 platform-wide average momentum score across every tracked trend.
Momentum Score Breakdown
How the 64/100 momentum score above is built - eight real signal categories, each weighted by how reliably it predicts real market movement.
Each row's score (0-100) × its weight = its contribution to the composite. Weights sum to 100%.
Timing Intelligence
How much of this trend's commercial window has already passed, benchmarked against how long comparable technology shifts like IoT and Cloud/SaaS took to mature.
Current stage: Emerging
Unlock timing intelligence
See exact window position, estimated years remaining, and how this trend compares to historical windows like IoT and Cloud/SaaS.
UpgradeSector Use Cases
Real industries already applying this trend, the specific use case within each, and the companies executing on it - higher relevance means a tighter fit between the sector and this trend's core signal.
Matched Ideas
Startup ideas already in IdeaCrawl's catalog whose problem space overlaps this trend, ranked by similarity.
Opportunity Radar
Five real signals blended into one shape: patent activity, academic interest, how early the market still is, sector reach, and matched-idea volume. A bigger, more balanced shape means the opportunity is strong across the board, not just on one axis.
Upgrade to see axis labels and exact scores
Signal Origin Timeline
Every real-world signal - patent filing, academic paper, developer activity, or editorial coverage - that fed this trend's momentum score, most recent first.
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Editorial Wikipedia Attention +42.9% 30 items Wikimedia Pageviews Sep 23, 2026
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Academic Technical Report +13.8% 0 items OpenAlex Sep 22, 2026
- Academic Academic Paper +0.0% 1 item arXiv Sep 21, 2026
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Corporate GitHub Trending +500.0% 0 items GitHub Search Sep 21, 2026
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Academic Technical Report +13.6% 0 items OpenAlex Sep 21, 2026
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Government
Patent
+38.0%
216 items
G06FPatentsView Sep 11, 2026 -
Government
Patent
+18.0%
123 items
G06FPatentsView Sep 11, 2026 -
Academic
Academic Paper
+23.0%
285 items
G06FSemantic Scholar Sep 4, 2026 -
Academic
Academic Paper
+36.0%
323 items
G06FSemantic Scholar Sep 4, 2026 -
Corporate
GitHub Trending
+16.0%
20 items
G06FOSS Insight Aug 28, 2026 -
Corporate
GitHub Trending
+53.0%
387 items
G06FOSS Insight Aug 28, 2026 -
Editorial
Editorial
+30.0%
169 items
G06FTrendWatching Aug 21, 2026 -
Editorial
Editorial
+43.0%
268 items
G06FTrendWatching Aug 21, 2026 -
Government
Technical Report
+79.0%
337 items
G06FMcKinsey Aug 14, 2026 -
Government
Technical Report
+40.0%
264 items
G06FMcKinsey Aug 14, 2026 -
Academic
Patent
+62.0%
52 items
G06FPatentsView Aug 7, 2026 -
Academic
Patent
+68.0%
235 items
G06FPatentsView Aug 7, 2026 -
Corporate
Academic Paper
+56.0%
230 items
G06FSemantic Scholar Jul 31, 2026 -
Corporate
Academic Paper
+62.0%
87 items
G06FSemantic Scholar Jul 31, 2026 -
Editorial
GitHub Trending
+67.0%
291 items
G06FOSS Insight Jul 24, 2026 -
Editorial
GitHub Trending
+70.0%
188 items
G06FOSS Insight Jul 24, 2026 -
Government
Editorial
+64.0%
337 items
G06FTrendWatching Jul 17, 2026 -
Government
Editorial
+58.0%
308 items
G06FTrendWatching Jul 17, 2026 -
Academic
Technical Report
+35.0%
78 items
G06FMcKinsey Jul 10, 2026 -
Academic
Technical Report
+48.0%
48 items
G06FMcKinsey Jul 10, 2026 -
Corporate
Patent
+56.0%
173 items
G06FPatentsView Jul 3, 2026 -
Corporate
Patent
+61.0%
259 items
G06FPatentsView Jul 3, 2026 -
Editorial
Academic Paper
+47.0%
232 items
G06FSemantic Scholar Jun 26, 2026 -
Editorial
Academic Paper
+51.0%
20 items
G06FSemantic Scholar Jun 26, 2026
Upgrade to see the full 12-quarter signal history.
Convergence Map
Other trends this one enables, competes with, converges with, or depends on - how this trend fits into the wider trend landscape, not just its own numbers.
Dependent
Rescued Opportunities
Startups that shut down chasing a similar pain point - what they proved was real, and why the timing may be different now that this trend has momentum.
Institutional Heat Map
Signal volume by publisher type, quarter by quarter - darker cells mean more activity from that source in that quarter, so you can see which institutions are driving this trend and whether that's accelerating.
| Publisher type | 2026 Q3 | 2026 Q2 |
|---|---|---|
| Academic |
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| Corporate |
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| Government |
6
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| Editorial |
5
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2
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Upgrade to see the full 12-quarter heat map history.
Sci-Fi DNA
Science fiction works that predicted this trend's underlying concepts before the real-world signals existed - cultural reach measures how widely each prediction was actually seen.
First predicted in fiction as early as 1982, roughly 44 years ahead of real-world signals.
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Upgrade to see cultural reach scores.
Market Map
Every sector's use cases plotted against how far along they are - Emerging through Mainstream - so you can see at a glance where the whitespace actually is.
Frequently Asked Questions
A gap is a real use case for this trend within that sector where we found no confirmed company already building it - shown in amber, distinct from use cases with known company examples.
Each company example is a real, named company we identified as operating in that specific use case - not a generic industry placeholder.
A trend doesn't apply evenly everywhere - sectors are only listed here when we found genuine intersection between this trend and real activity in that sector, so the count reflects actual reach, not a fixed quota.