Trending in data, tech and AI

211 terms · 73 days

AI search

Plateau · emerged February 2023 · high June 2026 · +20% on the month before · 63 mentions on Trending in 14 days

Search that answers with a written summary and citations instead of ten blue links, and the deep research agents that followed. Named by Microsoft: Reinventing search with a new AI-powered Microsoft Bing and Edge (Feb 7, 2023). Also called Answer engines, Generative search, AI Overviews, Deep research, Generative engine optimization.

Index 0 to 100, monthly
03775202420252026Origin

Signals

DeclineHacker News stories, last 12 months270 stories, -30% on the 12 months before
AdoptionarXiv papers, last 12 months176 papers, +179% on the 12 months before
AdoptionWikipedia views, October 20269,151, +19% on a year before
DeclineAgainst its high-28% from the high of June 2026
AdoptionProduct releases naming it31 since Feb 19, 2026AdoptionGitHub repositories8,880AdoptionFunding rounds naming it13, $1.8B in all
SignalReads as
Hacker News stories, last 12 months270 stories, -30% on the 12 months beforeDecline
arXiv papers, last 12 months176 papers, +179% on the 12 months beforeAdoption
Wikipedia views, October 20269,151, +19% on a year beforeAdoption
Against its high-28% from the high of June 2026Decline
Product releases naming it31 since Feb 19, 2026Adoption
GitHub repositories8,880Adoption
Funding rounds naming it13, $1.8B in allAdoption

Trending terms

TermPeak
PerplexityAn AI search engine that answers with sources.1 day, last Sep 2 2 months ago24

Companies

Releases

31 releases since Feb 19, 2026
Name
Deep Research in Snowflake CoWork can research the webSnowflake · Oct 30, 2026 11 days ago
AI Search - AI Search keyword search supports Japanese, Chinese, and Korean queriesCloudflare · Oct 16, 2026 3 weeks ago
Deep Research Agent deep-research-pro-preview-12-2025 deprecationGoogle Cloud · Oct 8, 2026 4 weeks ago
AI Search - AI Search is generally availableCloudflare · Oct 1, 2026 5 weeks ago
ai_search can search Lakebase synced tables (Beta)Databricks · Sep 24, 2026 6 weeks ago
Connect your app to ParallelLovable · Sep 22, 2026 7 weeks ago
AI Search - AI Search supports extensionless R2 objects with Content-Type metadataCloudflare · Sep 11, 2026 2 months ago
AI Search supports struct and map columns and filter-only queriesDatabricks · Sep 2, 2026 2 months ago

Papers

Name
Beyond Watching and Searching: Benchmarking Agents for Video-centered Deep Research ReportsAlibaba (Qwen) · Oct 22, 2026 2 weeks ago
RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable RewardsGoogle · May 11, 2026 6 months ago
ResearchRubrics: A Benchmark of Prompts and Rubrics For Evaluating Deep Research AgentsScale AI · Nov 10, 2025 1 year ago
Tongyi DeepResearch Technical ReportAlibaba (Qwen) · Oct 28, 2025 1 year ago
Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise AnalyticsSalesforce · Oct 20, 2025 1 year ago
LiveResearchBench: A Live Benchmark for User-Centric Deep Research in the WildSalesforce · Oct 16, 2025 1 year ago
WebWatcher: Breaking New Frontier of Vision-Language Deep Research AgentAlibaba (Qwen) · Aug 7, 2025 1 year ago

GitHub projects

8,880 repositories
NameStars
khoj-ai/khojYour AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Tur · Aug 16, 2021 5 years ago37,493
assafelovic/gpt-researcherAn autonomous agent that conducts deep research on any data using any LLM providers · May 12, 2023 3 years ago29,610
Alibaba-NLP/DeepResearchTongyi Deep Research, the Leading Open-source Deep Research Agent · Jan 9, 2025 1 year ago19,990
dzhng/deep-researchAn AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large la · Feb 4, 2025 1 year ago19,723
arc53/DocsGPTPrivate AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model supp · Feb 2, 2023 3 years ago18,283
google-deepmind/deepmind-researchThis repository contains implementations and illustrative code to accompany DeepMind publications · Jan 15, 2019 7 years ago15,204

Funding

13 rounds
NameAmount
PerplexityGrowth · May 1, 2025 1 year ago$500M
PerplexityGrowth · Dec 19, 2024 1 year ago$500M
PerplexityUndisclosed · Sep 10, 2025 1 year ago$200M
ProfoundSeries D · Sep 15, 2026 8 weeks ago$180M
PerplexityGrowth · Jul 1, 2025 1 year ago$100M
ProfoundSeries C · Feb 24, 2026 8 months ago$96M
PerplexityUndisclosed · Jan 4, 2024 2 years ago$74M
PerplexityUndisclosed · Apr 23, 2024 2 years ago$63M
MovementStage
RAGRetrieval-augmented generation: a model answers from documents fetched for the question instead of from memory alone.Plateau
AI browsersWeb browsers with an assistant or agent built in that reads pages and does tasks on them for you.Plateau
AI agentsModels that plan and act in steps, calling tools and other services until a task is done.Rising

History

ChangeOct 2, 2026Stage changed from peak to plateau
ChangeSep 24, 2026Tracking started: emerged February 2023, peak, 5 other names recorded
DateWhat changed
Oct 2, 2026Stage changed from peak to plateau
Sep 24, 2026Tracking started: emerged February 2023, peak, 5 other names recorded

Sources: Curve: Hacker News story titles, Wikipedia pageviews and arXiv papers by month, refreshed Nov 1, 2026. Related entities from the other Glyph Ibis sources' public APIs, matched by name. How stages work.