Brand Intelligence
TheObservatory

Brand Intelligence · public evidence record

niche.com

WebsiteIdentity as recorded in the evidence

This record brings together the observations The Observatory has published concerning niche.com — across 2 markets, 92 dated readings. It is a record of the observed surface, not a statement of business quality or market leadership.

Recorded as: “niche.com”, “Niche.com”

Image: Premium Education US West Coast — the market where this actor is most observed. Not an image of the actor.

About this actor

niche.com in the published evidence

niche.com is a website observed by The Observatory in 2 markets (Premium Education US Northeast, Premium Education US West Coast). It appears in the published evidence as ranked, cited, mentioned, on 92 dated readings between 2026-06-21 and 2026-10-11. Identity as recorded in the evidence; no biography is inferred.

What this record shows

One record, every published reading

This record brings together what The Observatory has published about this entity: where it appears, how it is positioned, what AI models have said about it, what could be verified, and the dated evidence behind each reading.

Each finding stays scoped to its market, surface and window, and links its dated source.

Observed markets
2
Current table presence
7 current · 5 historicalPresent in the newest published table for 7 tracked ranking or query views; previously observed, but not in the newest table, in 5 others.
Latest dated evidence
October 5–11, 2026 · AI Overview Ranking — Top 10 →The newest of 92 dated readings naming this entity — one dated reading, not a summary of its current state.
How this actor appears
  • Ranked — Holds a row in a published ranking table — organic search, AI Overview or a query spotlight. Ranking ↗
  • Cited by AI answers — Listed in a published AI citation ranking — the sources an AI answer attributes. Citation Surface ↗
  • Mentioned in an AI reading — Named among the actors of a recorded AI reading. A mention is not a rank or a recommendation. Deep Narrative Capture (DNC) ↗

Observed markets

Markets where this actor appears

All markets →

2 Market Rooms — each carries the full dated tables and readings this record draws from.

Image of a published reading · Premium Education US Northeast — not an image of the actor

Market positions

How this actor appears in each market

Ranking library →

Current published state across its observed markets — each table keeps its own market, surface, date and window; positions from different weeks are never read as one moment.

Premium Education

Premium Education US Northeast →

Ranked · Cited by AI answers · Mentioned in an AI reading · latest dated evidence October 5–11, 2026 · AI Overview Ranking — Top 10 →

Ranking Top 10 · AI Overview

Current · latest published table · October 5–11, 2026

#7AIO opening control: 5% AI opening share · opening in 6/7 runs

Full ranking table →

Previous comparable observation · Sep 28 – Oct 4, 2026

#10AIO opening control: 4% AI opening share · opening in 7/7 runs→ #7 now · same ranking view, same basis · higher position previous table

Ranking library14 editions list this actor

Ranking Top 5 · Organic search

Current · latest published table · October 5–11, 2026

#3Observed: seen 3 of 7 runs · 13% of queries

Full ranking table →

Previous comparable observation · Sep 28 – Oct 4, 2026

#2Observed: seen 6 of 7 runs · 12% of queries→ #3 now · same ranking view, same basis · lower position previous table

Ranking library11 editions list this actor

Query Spotlight · Organic search

“top boarding schools New England”

Current · latest published table · September 21–27, 2026

#2Observed: position 2 · 6 of 7 runs (86%)

Full ranking table →

Previous comparable observation · August 24–30, 2026

#1Observed: position 1 · 6 of 6 runs (100%)→ #2 now · same ranking view, same basis · lower position previous table

This query’s newest published edition is September 21–27, 2026; queries rotate week by week, and the market’s newest Query Spotlight edition (Sep 28 – Oct 4, 2026) observes “most selective private schools New York” — open it →

Ranking library5 editions list this actor

Query Spotlight · Organic search

“elite private schools Boston”

Current · latest published table · September 7–13, 2026

Not listed in the newest published table (5 rows).

Full ranking table →Newest table →

Last observed / last listed · August 10–16, 2026

#1Observed: position 1 · 7 of 7 runs— history, not a current position

This query’s newest published edition is September 7–13, 2026; queries rotate week by week, and the market’s newest Query Spotlight edition (Sep 28 – Oct 4, 2026) observes “most selective private schools New York” — open it →

Ranking library2 editions list this actor

Ranking Top 5 · AI citation

Current · latest published table · Sep 28 – Oct 4, 2026

Not listed in the newest published table (5 rows).

Full ranking table →Newest table →

Last observed / last listed · August 3–9, 2026

#4Citation share: 8% AI citation share · cited in 7/7 runs— history, not a current position

Ranking library6 editions list this actor

Query Spotlight · Organic search

“most selective private schools New York”

Current · latest published table · Sep 28 – Oct 4, 2026

Not listed in the newest published table (5 rows).

Full ranking table →Newest table →

Last observed / last listed · August 3–9, 2026

#1Observed: position 1 · 7 of 7 runs (100%)— history, not a current position

Ranking library2 editions list this actor

Premium Education

Premium Education US West Coast →

Ranked · Cited by AI answers · Mentioned in an AI reading · latest dated evidence October 5–11, 2026 · AI Overview Ranking — Top 10 →

Ranking Top 10 · AI Overview

Current · latest published table · October 5–11, 2026

#5AIO opening control: 8% AI opening share · opening in 7/7 runs

Full ranking table →

Previous comparable observation · Sep 28 – Oct 4, 2026

#7AIO opening control: 6% AI opening share · opening in 7/7 runs→ #5 now · same ranking view, same basis · higher position previous table

Ranking library16 editions list this actor

Ranking Top 5 · Organic search

Current · latest published table · October 5–11, 2026

#2Observed: seen 7 of 7 runs · 16% of queries

Full ranking table →

Previous comparable observation · Sep 28 – Oct 4, 2026

#2Observed: seen 7 of 7 runs · 17% of queries→ #2 now · same ranking view, same basis · unchanged position previous table

Ranking library15 editions list this actor

Query Spotlight · Organic search

“elite private schools San Francisco”

Current · latest published table · Sep 28 – Oct 4, 2026

#5Observed: position 4 · 7 of 7 runs (100%)

Full ranking table →

Comparison not established: The actor is not listed in the previous edition (Aug 31 – Sep 6, 2026); a movement needs the actor in both.

Ranking library3 editions list this actor

Ranking Top 5 · AI citation

Current · latest published table · Sep 28 – Oct 4, 2026

Not listed in the newest published table (5 rows).

Full ranking table →Newest table →

Last observed / last listed · September 21–27, 2026

#5Citation share: 6% AI citation share · cited in 7/7 runs— history, not a current position

Ranking library9 editions list this actor

Query Spotlight · Organic search

“best private schools California”

Current · latest published table · September 21–27, 2026

#1Observed: position 1 · 7 of 7 runs (100%)

Full ranking table →

Previous comparable observation · August 24–30, 2026

#2Observed: position 2 · 7 of 7 runs (100%)→ #1 now · same ranking view, same basis · higher position previous table

This query’s newest published edition is September 21–27, 2026; queries rotate week by week, and the market’s newest Query Spotlight edition (Sep 28 – Oct 4, 2026) observes “elite private schools San Francisco” — open it →

Ranking library5 editions list this actor

Query Spotlight · Organic search

“top boarding schools California”

Current · latest published table · September 7–13, 2026

Not listed in the newest published table (5 rows).

Full ranking table →Newest table →

Last observed / last listed · August 10–16, 2026

#2Observed: position 2 · 6 of 6 runs (100%)— history, not a current position

This query’s newest published edition is September 7–13, 2026; queries rotate week by week, and the market’s newest Query Spotlight edition (Sep 28 – Oct 4, 2026) observes “elite private schools San Francisco” — open it →

Ranking library2 editions list this actor

Each position is the entity's own row in a governed table, scoped to its market, surface and window. The full comparison — every row — stays with the dated ranking card and the Rankings library; the governed verdict stays with Authority.

Recorded AI readings

Where this actor is named in AI readings

Deep Narrative Capture (DNC) and Model Watch readings in which this actor appears. A narrative appearance is not a ranking or recommendation.

Model Watch

2 readings · 2 markets · first observed July 6, 2026 · last observed September 28, 2026

Recorded model statements

What the models said — and what the evidence supports

The model's recorded words, The Observatory's governed reading, and what could be verified — three layers, never mixed.

Reading the published DNC Lens / Model Watch selection for this actor…

Image of a published reading · Premium Education US West Coast — not an image of the actor

Evidence archive

Every dated observation naming this actor · page 1 of 10

92 observations on 92 dated readings, newest first, 10 per page. Every item cites its immutable source.

  • RankedPremium Education US NortheastAI OverviewOctober 5–11, 2026#7 · AIO opening control: 5% AI opening share · opening in 6/7 runs

    niche.com was ranked #7 (AIO opening control: 5% AI opening share · opening in 6/7 runs) in the AI Overview Ranking — Top 10 table of Premium Education US Northeast on the AI Overview surface, October 5–11, 2026. Source: https://theobservatory.io/articles/premium-education-boston-new-york-ai-overview-control-october-5-11-2026. Observed surface reading, not a business-market verdict.

    Premium Education US Northeast Boston / New York: Ranking Top 10 →Ranked · raw label “niche.com”

  • RankedPremium Education US NortheastOrganic searchOctober 5–11, 2026#3 · Observed: seen 3 of 7 runs · 13% of queries

    niche.com was ranked #3 (Observed: seen 3 of 7 runs · 13% of queries) in the Organic Ranking — Top 5 table of Premium Education US Northeast on the Organic search surface, October 5–11, 2026. Source: https://theobservatory.io/articles/premium-education-boston-new-york-organic-ranking-october-5-11-2026. Observed surface reading, not a business-market verdict.

    Premium Education US Northeast Boston / New York: Ranking Top 5 →Ranked · raw label “niche.com”

  • RankedPremium Education US West CoastAI OverviewOctober 5–11, 2026#5 · AIO opening control: 8% AI opening share · opening in 7/7 runs

    niche.com was ranked #5 (AIO opening control: 8% AI opening share · opening in 7/7 runs) in the AI Overview Ranking — Top 10 table of Premium Education US West Coast on the AI Overview surface, October 5–11, 2026. Source: https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-ai-overview-control-october-5-11-2026. Observed surface reading, not a business-market verdict.

    Premium Education US West Coast San Francisco Bay Area / Los Angeles: Ranking Top 10 →Ranked · raw label “niche.com”

  • RankedPremium Education US West CoastOrganic searchOctober 5–11, 2026#2 · Observed: seen 7 of 7 runs · 16% of queries

    niche.com was ranked #2 (Observed: seen 7 of 7 runs · 16% of queries) in the Organic Ranking — Top 5 table of Premium Education US West Coast on the Organic search surface, October 5–11, 2026. Source: https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-organic-ranking-october-5-11-2026. Observed surface reading, not a business-market verdict.

    Premium Education US West Coast San Francisco Bay Area / Los Angeles: Ranking Top 5 →Ranked · raw label “niche.com”

  • RankedPremium Education US NortheastAI OverviewSep 28 – Oct 4, 2026#10 · AIO opening control: 4% AI opening share · opening in 7/7 runs

    niche.com was ranked #10 (AIO opening control: 4% AI opening share · opening in 7/7 runs) in the AI Overview Ranking — Top 10 table of Premium Education US Northeast on the AI Overview surface, Sep 28 – Oct 4, 2026. Source: https://theobservatory.io/articles/premium-education-boston-new-york-ai-overview-control-september-28-to-october-4-2026. Observed surface reading, not a business-market verdict.

    Premium Education US Northeast Boston / New York: Ranking Top 10 →Ranked · raw label “niche.com”

  • RankedPremium Education US NortheastOrganic searchSep 28 – Oct 4, 2026#2 · Observed: seen 6 of 7 runs · 12% of queries

    niche.com was ranked #2 (Observed: seen 6 of 7 runs · 12% of queries) in the Organic Ranking — Top 5 table of Premium Education US Northeast on the Organic search surface, Sep 28 – Oct 4, 2026. Source: https://theobservatory.io/articles/premium-education-boston-new-york-organic-ranking-september-28-to-october-4-2026. Observed surface reading, not a business-market verdict.

    Premium Education US Northeast Boston / New York: Ranking Top 5 →Ranked · raw label “niche.com”

  • RankedPremium Education US West CoastAI OverviewSep 28 – Oct 4, 2026#7 · AIO opening control: 6% AI opening share · opening in 7/7 runs

    niche.com was ranked #7 (AIO opening control: 6% AI opening share · opening in 7/7 runs) in the AI Overview Ranking — Top 10 table of Premium Education US West Coast on the AI Overview surface, Sep 28 – Oct 4, 2026. Source: https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-ai-overview-control-september-28-to-october-4-2026. Observed surface reading, not a business-market verdict.

    Premium Education US West Coast San Francisco Bay Area / Los Angeles: Ranking Top 10 →Ranked · raw label “niche.com”

  • RankedPremium Education US West CoastOrganic searchSep 28 – Oct 4, 2026#2 · Observed: seen 7 of 7 runs · 17% of queries

    niche.com was ranked #2 (Observed: seen 7 of 7 runs · 17% of queries) in the Organic Ranking — Top 5 table of Premium Education US West Coast on the Organic search surface, Sep 28 – Oct 4, 2026. Source: https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-organic-ranking-september-28-to-october-4-2026. Observed surface reading, not a business-market verdict.

    Premium Education US West Coast San Francisco Bay Area / Los Angeles: Ranking Top 5 →Ranked · raw label “niche.com”

  • RankedPremium Education US West CoastOrganic searchSep 28 – Oct 4, 2026#5 · Observed: position 4 · 7 of 7 runs (100%)

    niche.com was ranked #5 (Observed: position 4 · 7 of 7 runs (100%)) in the Query Spotlight table for the query “elite private schools San Francisco” of Premium Education US West Coast on the Organic search surface, Sep 28 – Oct 4, 2026. Source: https://theobservatory.io/articles/premium-education-san-francisco-bay-area-los-angeles-query-spotlight-elite-private-schools-september-28-to-october-4-2026. Observed surface reading, not a business-market verdict.

    Premium Education US West Coast San Francisco Bay Area / Los Angeles: “elite private schools San Francisco” →Ranked · raw label “niche.com”

  • Mentioned in an AI readingPremium Education US NortheastGemini 2.5 Pro · native vs Gemini 2.5 Pro · webSeptember 28, 2026

    niche.com is named in the cast of the Model Watch reading of Premium Education US Northeast recorded from Gemini 2.5 Pro · native vs Gemini 2.5 Pro · web, September 28, 2026. Source: https://theobservatory.io/articles/premium-education-boston-new-york-gemini-vs-gemini-september-28-2026. A mention is not a rank or a recommendation.

    Premium education in Boston / New York — What reasoning methods do AI models use to assess trust in education? →Mentioned · raw label “Niche.com”

Listed in the same AI Overview Ranking — Top 10 table (Premium Education US Northeast, October 5–11, 2026): youtube.com (#1) · quora.com (#2) · instagram.com (#3) · reddit.com (#4) · facebook.com (#5). Same-table occurrence is not a claim of rivalry.

Follow

Follow this actor

Follow niche.com in the markets you choose — an explicit, per-market interest, never every current or future market at once.

Premium Intelligence Updates · Complimentary during Early Access · Begins early December 2026. Registration saves your interest and delivers selected material public-evidence updates when the service opens; it is not an instant alert and grants no private data.

Method · citation · corrections

What this record includes: the entity's own rows in published governed ranking tables, and its appearances in the published selection of DNC Lens / Model Watch readings, each with its market, surface or model, window and immutable source. What it excludes: unpublished captures, held stock, private client work, any composite score, any inferred office, service area or market share. Identity is resolved through reviewed aliases only.

Cite this record
The Observatory. Actor record: niche.com — AI & search intelligence. https://theobservatory.io/actors/niche-com (evolving record; cite a dated observation by its own source URL for a fixed claim; latest observation October 5–11, 2026).
Reuse
Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date. Terms · Citation guide
Corrections
Correction procedure · Right of reply
Method
How readings are scoped · Reading native AI perception · Run metadata

Continue the reading

The observations concerning niche.com in Premium Education US West Coast form part of a wider record. The Premium Education US West Coast Market Room places them alongside the market’s other published readings.

niche.com’s listed position for October 5–11, 2026 comes from the AI Overview Ranking — Top 10 table for Premium Education US Northeast on AI Overview. The complete table preserves the comparison behind the individual record.

The September 28, 2026 Model Watch reading for Premium Education US Northeast places Gemini 2.5 Pro · native alongside Gemini 2.5 Pro · web. It provides the context for niche.com’s appearance in that comparison.

For leaders & professionals

Stay closer to your market.

Follow the markets and companies that matter to you. Receive selected intelligence and deeper briefings when significant new evidence appears.

Premium Intelligence Updates
Complimentary during Early Access · Begins early December 2026

Register for Premium Updates

For SEO, GEO & AI search agencies

Use governed AI-search intelligence in your client work.

Use Observatory market readings, citation behaviour and model divergence with governed source context for benchmarking, reporting and strategic analysis.

Agency enquiries · Dedicated contact

Contact the Agency desk

For media, press & publishers

Use the evidence in your coverage.

Follow the rankings, market readings and evidence relevant to your beat. Get source context, citation-ready material and editorial updates from The Observatory.

Complimentary for media during Early Access · Begins early December 2026

Request media access

For markets not yet observed

Request market consideration.

Tell us which market, sector or geography you believe The Observatory should examine next. Requests help inform future coverage but do not guarantee inclusion.

Reviewed editorially · No guarantee of coverage

Suggest a market