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IT AI Index
Index › Products › 8x8 · October 2026 Edition
2 categories · Ranked

8x8

88Judge labels
3First choices
12Negative labels
14 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Best standing
3% in Business phones for mid-market buyers
Rank 6 of 75 in the mid-market standingaccepted challenger
1 of 14 models made it the first choice on the direct prompt; 8% of its 37 labels there were negative.
What the models named instead of 8x8 →
By buyer segmentRead the same way at every buyer size.
In business phones · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named 8x8 for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Business phone systemsIT operations and endpoint3%6 of 758%37accepted challenger
Communications APIsDeveloper platform0%49 of 710%1under 10 labels · led by Twilio at 43%

Movement

This is the first edition on this tier, so no move can be computed for 8x8 yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated 8x8 across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.502002
GPT-5.4 mini02002
Gemini 3.5 Flash01012
Perplexity Sonar02103
Grok 4.1 Fast05207
Mistral Small02103
DeepSeek V4 Flash04015
Llama 4 Maverick00202
Qwen 3.7 Flash01113
Kimi K222004
GLM 4.7 FlashX01001
MiniMax M2.500000
GPT-6 Luna02002
Muse Glimmer 30B02002

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct18 labels1
Paraphrase12 labelsNone
Comparative22 labelsNone
Budget-constrained9 labelsNone
Scale-constrained15 labels2
Negative12 labelsNone
First choiceAlternativeMentionNegative88 labels in all, every segment counted; 3 of the 3 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“RingCentral MVP / 8x8 X Series: Full UCaaS, strong PBX features, good mid-market fit.” Kimi K2 · Business phones · scale prompt · first choice
“I'd suggest RingCentral RingEX or 8x8 as the top choices” Kimi K2 · Business phones · direct prompt · first choice
“If you're running both sales and support operations, 8x8 is worth a serious look given its native contact center capabilities.” DeepSeek V4 Flash · Business phones · paraphrase prompt · alternative
“Frequently cited as a top pick for mid-market companies needing both phone and contact center solutions in a single platform.” Mistral Small · Business phones · direct prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“While 8x8 has strengths, it has significant red flags... budget-conscious growing teams may find pricing unpredictable.” Qwen 3.7 Flash · Business phones · negative prompt · soft negative
“notorious for aggressive and highly restrictive sales contracts” Gemini 3.5 Flash · Business phones · negative prompt · soft negative
“Support is consistently rated 1–2 stars on third-party sites.” DeepSeek V4 Flash · Business phones · negative prompt · soft negative

Named alongside

The products named in the same answers as 8x8, over the 88 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and 8x8 was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Vonage18 of 880Not among the top eight
Cisco Webex Calling15 of 881Not among the top eight
Ooma Office13 of 881Not among the top eight
GoTo Connect12 of 880Not among the top eight
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named 8x8. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 79 of the 88 answers that named 8x8 and are not a share of its labels.

Domains cited

nextiva.com47
expertmarket.com35
cloudtalk.io33
getvoip.com33
ringcentral.com33
techrepublic.com31
thenetworkinstallers.com28
crazyegg.com26
resources.rework.com24
business.com23

313 of the 313 domain citations in answers naming 8x8 came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

8x8.com is not in Google's top ten for any of the category's searches. In the answers, 8x8 takes 3% of first choices and RingCentral takes 29%.
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In search

Google, US estimates
Position for “business phone system”
–
not in the top ten
Position for “business phone systems”
–
not in the top ten
Searches for its name, Google
110,000 a month (“8x8”)
AI search demand for its name, est.
9,740 a month
Organic visits to its site
about 236,295 a month
Searches its site ranks for
5,778 · 482 in the top three
Sites linking to it
9,312
Paid Google search
4 searches its ads show for, about 21 clicks and $165 a month (estimate)
Ads on GoogleDetailLess
119+ ads · 92 text, 25 image, 2 video · 85 shown in the last 30 days

First shown December 2025, as GROUPM PUBLICIDADE ADVERTISING, UNIPESSOAL, LDA, verified. Ads started 2025-11 to 2026-10: 119 in the year. 1 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
3%
rank 6 of 75 in business phones
Segment leader
29%
RingCentral
First choices
3 across its categories
Named in
88 answers
Its own site cited
in 79 of the answers that named it

Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

What it publishes

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Addresses on 8x8.com
1,761
subdomains included
Content
77
counted in the table below
Documentation
1,663
Product · Integration
0 · 0
KindPagesLast 90 days2025-11 to 2026-10LatestCategories named
Conference or event66undated
Glossary or explainer5undated
Webinar or virtual event3undated
News or press2undated
Comparison1undated
How it is countedHide how it is counted

Every page 8x8.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.

Follow 8x8

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

8x8 is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
AI-powered Contact Center and Unified Communications for seamless CX.
For
modern CX leaders
Certifications
CSA STAR Level 1CyberTrust MarkGDPRISO 9001:2015ISO 14001:2015ISO 27001:2022ISO 27017:2015ISO 27018:2019
Hosting
USACanadaBrazilUKEUSingaporeAustralia
Customers named
Eloquent TechnologiesUnion School DistrictEversfield OrganicEarly Childhood AllianceKingsway Christian CollegeTogether Staffing GroupCity of CampbellThe Facilities Group
Not stated on the pages read
Price, starting price, free plan or trial, integrations

What 8x8's own pages state, read October 5, 2026: 8x8.com, trust.8x8.com. A claimed page can correct any of them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when 8x8's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as 8x8, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for 8x8 by email, built from the raw record of the edition. It shows:

  • where 8x8 is named, by buyer and by framing, and which cells hold its first choices;
  • the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
  • its vocabulary against the segment leader's, and the pages the models cited;
  • who was chosen in the answers that did not name 8x8, and every reason the record gives;
  • a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
  • one page of published figures cleared to show a buyer.

A verification link goes to your work email; an address at 8x8.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.