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AI Search Engines Compared: Index, Citations, Ads, Pricing and Privacy Side by Side

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By NHI Mgmt Group, edited by Lalit Choda Updated 15 November 2026 14 min read
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AI search engines look alike on screen, but they differ in where their results come from, how they cite, whether they carry ads, what they cost and what happens to your queries. This page sets seven AI search products side by side using identical fields: Brave Search (with Ask Brave and the Brave Search APIs), ChatGPT search, Google AI Mode, Kagi Search and Assistant, Microsoft Copilot, Perplexity and You.com. Every fact comes from the provider's own help centre, pricing page, privacy policy or blog, and where a provider publishes nothing on a field the cell says so. It is written for privacy and security teams, procurement leads, publishers and anyone choosing an AI search tool for personal or work use. Engines are listed alphabetically; order is never a ranking, and this page gives no verdicts.

Last checked: 2026-11-15.

This is an independent reference page from NHI Mgmt Group based on public provider documentation; it is not sponsored or endorsed by any provider.

Key takeaways

  • Index origin varies. Brave states that it serves results from its own index of more than 40 billion pages with no fallback engine, OpenAI says ChatGPT search sends disassociated queries to third-party providers such as Bing, and Google AI Mode draws on Google Search.
  • Citations are inline in most products. ChatGPT search, Google AI Mode and Microsoft Copilot all document linked sources in answers, and the Brave Answers API returns citations with each grounded response.
  • Ads depend on plan and country. Google is scaling "Sponsored" ads in AI Mode across ten markets, OpenAI limits its ads test to ChatGPT Free and Go in the US, and Kagi states it has no ads.
  • Pricing units differ. Consumer products charge per month (Kagi from $5), while Brave prices API calls per 1,000 requests and You.com quotes custom enterprise pricing.
  • Privacy settings live in different places. Retention ranges from Kagi's one-day default for Assistant threads to Microsoft's 18 months for Copilot conversation history in the older Copilot app, and training opt-outs sit in account settings or are fixed by plan.

What is being compared

An AI search engine runs web searches for the user, passes selected passages to a language model and returns a written answer with links. The products on this page reach that result in different shapes: a mode inside a classic search engine, a chat assistant with a web tool, a dedicated answer engine, a paid search subscription and developer APIs. The AI Answer Engines Hub explains the shared retrieval pipeline; this page goes field by field instead.

EngineOwnerShapeMain access point
Brave Search and Ask BraveBrave SoftwareSearch engine with AI answers, plus Search and Answers APIssearch.brave.com, Brave browser, API
ChatGPT searchOpenAIWeb search tool inside ChatGPTChatGPT web, desktop and mobile apps
Google AI ModeGoogleAI mode inside Google Searchgoogle.com/ai, AI Mode in Search, Google app
Kagi Search and AssistantKagiPaid search subscription with an AI assistantkagi.com
Microsoft CopilotMicrosoftConsumer AI assistant that searches the webcopilot.microsoft.com, Windows, Mac, mobile, Edge, Xbox
PerplexityPerplexity AIDedicated answer engine with the Comet browser assistantperplexity.ai, apps, API
You.comYou.comSearch, answer and research APIs for developers and enterprisesAPI and enterprise products

As of 2026-11-15.

Where do results come from?

The index behind an engine decides which pages it can cite. Two engines asked the same question can return different sources simply because they search different indexes.

EngineIndex or search source stated by the providerRetrieval behaviour stated
Brave Search and Ask BraveBrave's own index, "crawled, ranked, and served end to end", more than 40 billion pages (provider figure)No fallback to another search engine for any query
ChatGPT searchThird-party search providers such as Bing, receiving queries in disassociated formSearches automatically when a question may benefit from web information, or manually via the search icon or "/"
Google AI ModeGoogle Search; pages must be indexed and eligible to show with a snippetQuery fan-out: several related searches across subtopics and data sources
Kagi Search and AssistantOwn indexes Teclis (web) and TinyGem (news), plus anonymised calls to third-party search providers, specialised engines such as Marginalia and vertical sourcesResearch mode on the Ultimate plan
Microsoft CopilotNot stated by Microsoft on the Copilot for individuals page"Can search the web and provide concise summaries with sources"
PerplexitySearches the web for sources such as articles, websites and journals; own crawler PerplexityBotBasic searches and Pro Searches, with Pro Search limits set by plan
You.comNot stated by You.com on its homepageWeb Search API for real-time search by AI agents, plus Contents, Answer and Research APIs

As of 2026-11-15. For how each provider's crawlers can be allowed or blocked, see the AI Crawler and Grounding Controls Tracker and AI Crawler and Scraper Controls.

How does each engine cite sources?

EngineCitation format stated by the provider
Brave Search and Ask BraveAnswers API responses are grounded on one or more searches with citations; LLM Context results include a URL and timestamp per source
ChatGPT searchInline citations (hover to preview on desktop web), a Sources button listing cited and other relevant links, and clickable citations on images
Google AI ModeInline links, which Google said on 15 October 2026 would appear higher in responses more often; an official sites section in testing
Kagi Search and AssistantNot stated by Kagi on its search sources, pricing or privacy pages
Microsoft CopilotSummaries "with sources"; format not detailed on the product page
PerplexityNumbered citations in each answer, linking to the original sources
You.comNot stated by You.com on its homepage

As of 2026-11-15. Citation behaviour per engine is covered in more depth in ChatGPT Search Explained, Google AI Mode Explained, Perplexity AI Explained and Microsoft Copilot Web Answers Explained.

Do AI search engines show ads?

EngineAds in answers, as stated by the providerWhere and for whom
Brave Search and Ask BraveBrave Search is ad-supported and Brave Search Premium removes ads; Brave records ad clicks and views for measurement and states "No personal data is processed"Placement in AI answers not stated by Brave in its search privacy policy
ChatGPT searchTest announced 16 January 2026: ads at the bottom of answers, labelled and separate from the answerLogged-in adults in the US on Free and Go; Plus, Pro, Business and Enterprise have no ads
Google AI ModeAds labelled "Sponsored"; multiturn ads in follow-up queries launched in the USScaling in Australia, Canada, India, Kenya, Malaysia, New Zealand, Nigeria, Pakistan, the Philippines and Singapore; Brazil, Mexico and the UK planned for Q4 2026
Kagi Search and Assistant"No ads, no tracking"All plans; funded by subscriptions
Microsoft CopilotNot stated on the Copilot for individuals page; the privacy FAQ describes ads personalisation as a separate settingCopilot does not serve personalised ads to signed-in users under 18
PerplexityJuly 2024 Publishers Program post described brands paying to place related follow-up questions; plan pages do not list adsNot stated by Perplexity on its plans page
You.comNot stated by You.com on its homepageNot stated by You.com on its homepage

As of 2026-11-15. OpenAI also says ads do not influence ChatGPT's answers, conversations are kept private from advertisers, and ads are not eligible near sensitive or regulated topics such as health, mental health or politics. The Ads in AI Answers Tracker follows rollouts by market.

How much do AI search engines cost?

Prices are as published on each provider page on the check date, in US dollars, before tax. Where a provider page does not show a price, the cell says so.

EngineFree optionPaid options statedPricing unit
Brave Search and Ask Brave$5 of free API credits each month per API planSearch API $5 per 1,000 requests; Answers API $4 per 1,000 requests plus $5 per million input and output tokens; Enterprise on custom termsPer request and per token, prepaid credits
ChatGPT searchFree tier (ads test in the US)Go $8 a month (OpenAI, January 2026); other plan prices not stated in the fetched pagesPer month, per ChatGPT plan
Google AI ModeFree in Google SearchGemini 4 Carbon in AI Mode for Google AI Ultra subscribers, with daily limitsFree, with subscription features
Kagi Search and AssistantTrial: 100 searches and 100 Assistant interactionsStarter $5 (300 searches), Professional $10 (unlimited), Ultimate $25 (Research mode and flagship models); 10% off annuallyPer month
Microsoft Copilot"Free baseline experience"Microsoft 365 Premium for the highest usage limits; price not shown on the Copilot pagePer month, Microsoft 365 subscription
PerplexityStandard (Free) with "practically unlimited" basic searchesPro and Max (prices not shown on the plans help page); Education Pro $10 a month with verification; Enterprise Pro $40 a month or $400 a year per seat; Enterprise Max; API pay as you goPer month or per seat; API credits
You.comFree API key to startCustom enterprise pricingNot stated on the homepage

As of 2026-11-15. For consumer chatbot plans in general see AI Chatbot Free Plans Compared and AI Chatbot Subscription Plans Compared.

What happens to your queries?

Privacy is the field where the documents differ most in depth. The table records only what each provider's own privacy policy, help page or plan page states.

EngineQuery and conversation retentionUse for model trainingData shared with others
Brave Search and Ask BraveDe-identified queries stored (query, platform, operating system, country, language, date), not linked to a user, device or IP address; Ask Brave state erased after 24 hours of inactivity; shared conversations kept up to 7 daysSearch API: queries not shared or used for training; Ask Brave model provider Nebius runs with zero data retentionAsk Brave runs on AWS servers in the US; Nebius never sees IP addresses
ChatGPT searchGoverned by the ChatGPT privacy policyNot stated on the ChatGPT search help pageDisassociated queries and general location from the IP address may go to search providers such as Bing; Microsoft's privacy policy also applies
Google AI ModeHistory saved when Search history is on; deletable from the AI Mode history panel or My ActivityGoogle uses Search interactions and feedback to develop generative AI in Search; data seen by human reviewers is disconnected from accountsOptional connection of Gmail, Calendar and Photos for tailored answers, which can be disconnected
Kagi Search and AssistantQueries logged temporarily for debugging, not linked to accounts; Assistant threads deleted after one day by defaultUses model providers that do not save data or train on it "whenever possible"Third-party code loads only when needed (maps, payments, optional sign-in)
Microsoft CopilotConversation activity stored for 18 months by default (privacy FAQ for the older Copilot app; the updated app released on 18 August 2026 is not covered by that FAQ)Used for training unless a signed-in user opts out; excluded for signed-out users, users under 18, Entra ID accounts and six named countriesConversation history may personalise ads if both ads personalisation and Copilot personalisation are on
PerplexityConfigurable data retention on Enterprise MaxOpt-out in settings on Pro, Education Pro and Max; never used for training on Enterprise plans; API data not logged or used for trainingNot stated by Perplexity on its plans page
You.comWeb search customers can have queries and data automatically purgedZero data retention offered on the Inference Router across models and web searchNot stated by You.com on its homepage

As of 2026-11-15. The six countries Microsoft excludes from Copilot training are Brazil, China (excluding Hong Kong), Israel, Nigeria, South Korea and Vietnam, where personalisation is also unavailable.

What enterprise and developer controls exist?

  • Brave Search and Ask Brave: Search and Answers APIs with stated capacity of 50 and 2 queries per second; Enterprise plans add custom endpoints and full-funnel zero data retention; storing results or training on them requires a plan with storage rights; SOC 2 Type II attestation stated.
  • ChatGPT search: available inside ChatGPT business plans, which carry no ads according to OpenAI. Workspace controls are covered in the ChatGPT Enterprise Security Guide.
  • Google AI Mode: Workspace users whose Search and Assistant service is off cannot use Search history unless an administrator turns it on; supervised child accounts are managed through Family Link.
  • Kagi Search and Assistant: Family and Team plan tabs appear on the pricing page; their terms were not shown in the fetched content. Assistant use falls under a Fair Use Policy.
  • Microsoft Copilot: organisational Entra ID accounts are excluded from consumer Copilot model training. Work use of Microsoft 365 Copilot is a separate product, covered in the Microsoft 365 Copilot Security Deep Dive.
  • Perplexity: Enterprise Pro adds a Trust Center, seat management and centrally governed File Connectors; Enterprise Max adds SCIM, audit logs and an Insights dashboard. See Perplexity Enterprise Security.
  • You.com: Web Search, Contents, Answer, Research and Finance Research APIs, an MCP server, an OpenAI-compatible Inference Router with a stated 99.9% uptime SLA, and a stated SOC 2 certification.

How to choose: factual criteria

No engine on this page is the right answer for everyone. Weigh these criteria against your own use.

If you needField to check on this pageQuestion to ask the provider
Independence from one search indexWhere do results come from?Which index answers my query, and is there a fallback?
Verifiable answersHow does each engine cite sources?Can every claim be opened at its source in one click?
No advertisingDo AI search engines show ads?Does my plan and country show ads, and how are they labelled?
Predictable costHow much do AI search engines cost?Is pricing per month, per seat, per request or per token?
Short retentionWhat happens to your queries?How long are queries and conversations kept, and can I delete them?
No training on my dataWhat happens to your queries?Is training off by default, by plan, or only after I opt out?
Grounding for your own agentsEnterprise and developer controlsWhat are the rate limits, storage rights and retention terms of the API?

Small organisations often pick a consumer plan and set its privacy toggles; larger ones usually need plan-level guarantees (no training, SCIM, audit logs) written into the contract. Head-to-head pages cover two engines at a time: ChatGPT Search vs Perplexity and Google AI Mode vs ChatGPT Search.

Where identity and security fit

AI search raises the same governance questions as any external AI service. Staff may paste sensitive text into a free consumer engine, so an acceptable-use rule should name approved plans and the settings that must be on. API-based engines are called with API keys, which are machine credentials: give each application its own key, store keys in a secrets manager and rotate them. Browser assistants that act with a signed-in session add a further risk covered in the Agentic Browsers Security Guide. See also the Safe Use of AI Chatbots Guide and Blocking Personal ChatGPT, Claude and Gemini Accounts at Work.

Practitioner checklist

  • List which AI search engines staff already use, and map each to the plan they are on.
  • For each approved engine, record retention, training default and opt-out location from the provider's own privacy page.
  • Turn off training and ads personalisation in consumer accounts where the provider offers the setting.
  • Prefer plans where the provider states that data is never used for training when work data is involved.
  • Confirm whether ads appear on your plan in your country before rolling a free tier out to staff.
  • Issue one API key per application for search APIs, store it in a secrets manager and set a rotation date.
  • Recheck prices, ad markets and privacy terms against the official pages before any purchase; these change monthly.

Standards and references

Also checked on 2026-11-15: Google Search Central: AI features and your website, Kagi: Pricing, Microsoft: Copilot for individuals, Perplexity: Which subscription plan is right for you, You.com.

Related NHI Mgmt Group resources: AI Answer Engines Hub · What Is Answer Engine Optimisation (AEO)? Definition, Signals and Measurement · Brave Search and Ask Brave Explained · Kagi Search and Kagi Assistant Explained · You.com Explained

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NHIMG Editorial Note
Researched and written by the NHI Mgmt Group editorial team using AI tools, under the editorial direction of Lalit Choda. Facts are drawn from the sources listed on this page and checked by our automated quality process. Last updated 15 November 2026. Spotted an error? Use our contact page.
NHI Mgmt Group, the independent authority on Non-Human Identity, IAM and Agentic AI security. nhimg.org