# Glean vs Ideata

Glean records 3,301,875 monthly visits with +0.1% month-over-month growth and Contact for Pricing pricing. Ideata records 0 monthly visits with 0% growth and Freemium pricing.

| Metric | [Glean](https://openaitools.app/tool/glean) | [Ideata](https://openaitools.app/tool/ideata) |
| :--- | :--- | :--- |
| Website URL | https://www.glean.com | https://ideata.io |
| Categories | AI Productivity Tools, AI Agent, AI Assistant, AI Search Engine | AI SEO Tools, AI Blog Generator, AI Social Media Post Generator, AI Marketing |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 3,301,875 | 0 |
| MoM Growth Rate | +0.1% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 2,628,666 | 0 |
| Review Score | 4.6 | 4.3 |
| Saved Count | 7 | 0 |
| Supported Platforms | Website | Website |

## Glean

Glean addresses a problem most enterprises hit after their first wave of AI adoption: models are powerful but isolated from the context of the business. The platform builds an enterprise context layer by indexing and understanding content across the tools a company already runs on, then uses that grounding to improve both answer quality and efficiency. Because fewer irrelevant tokens need to be sent to a model, the same question costs less to serve.

The product surface spans four areas: enterprise search, an AI assistant for everyday work, an agent platform for automating long-running processes, and Glean Protect for security and governance. Administrators also get model routing and an AI gateway, letting them decide which models handle which requests without rebuilding integrations. Everything inherits the access permissions of the source systems, so answers stay within each employee's existing rights.

Glean serves large organisations across finance, healthcare, retail, technology, and government, with published customers including Booking.com, Zillow, and Ericsson. It holds SOC 2 Type II, ISO 27001, ISO 42001, HIPAA, GDPR, and TX-RAMP Level 2 attestations, and reports 275+ connectors, 40+ supported language models, and 99.9%+ uptime on core services.

**Pricing & Plans:** Contact for pricing. Glean is licensed to organisations based on seats, connectors, and deployment scope, and is evaluated through a demo rather than self-serve purchase.

- **Permission-aware enterprise search:** Ask a question in plain language and get a cited answer assembled from documents, tickets, wikis, and messages across every connected system, with permissions respected.
- **Agent builder and orchestration:** Reusable agents handle multi-step workflows such as onboarding, account research, or incident follow-up by orchestrating actions across business apps.
- **Model routing and AI gateway:** Glean automatically picks and routes requests to the right model and reasoning level, giving teams access to 40+ LLMs through a single governed gateway.
- **Grounded content and analysis:** Draft on-brand documents, summarise meetings, analyse data, and create content grounded in company context rather than generic model knowledge.
- **Governance and observability:** Administrators get usage controls, spend visibility, audit logging, and compliance-ready governance for every AI interaction.

**Strengths:** Answers cite source systems and inherit their permissions, which removes the main blocker to enterprise-wide rollout; One platform covers search, assistant, and agents instead of three separate vendors; Model routing and token efficiency directly reduce the cost per AI query at scale; 275+ pre-built connectors shorten integration work considerably

**Limitations:** Enterprise pricing is quote-based, so budget planning requires a sales conversation; Full value depends on connecting many internal data sources, which takes IT effort; Smallest teams may find the platform more than they need

[Profile (Markdown)](https://openaitools.app/tool/glean.md)

## Ideata

Ideata starts from a shift in how people search: instead of clicking links, audiences now ask ChatGPT, Perplexity, Gemini and AI Overviews for a recommendation, and buy from whichever brand the answer names. You can only influence that answer if you know what it says. Ideata asks your audience's real questions across ten answer engines every day and records the full response — not just a visibility percentage, but the exact wording, your brand's position in the answer, the sources cited and the sentiment.

The product goes beyond the dashboard, which is where most AEO tools stop. Once it identifies the prompts where AI never names you, that visibility gap becomes a content brief. The built-in studio runs through brief, research, outline, draft, anti-slop and fact-check stages to produce an article written for engine answers, marked up for AEO, and rewritten per platform. One click publishes to Telegram, X, LinkedIn, Bluesky and Mastodon, and a content calendar schedules the rest.

Ideata is fully open source under AGPL-3.0 — the tracker, the content studio and cross-posting are all in the repository, not feature-gated. You can run five containers (dashboard, API, worker, Postgres, Redis) with docker compose on your own server, keep your data in your own Postgres, and use your own provider keys. The cloud plans exist as an alternative to managing that yourself, and Ideata also separates AI referral traffic so you can count visitors arriving straight from ChatGPT, Perplexity and Gemini answers.

**Pricing & Plans:** Freemium. Self-hosting is free forever under AGPL-3.0 with unlimited prompts, brands and engines (you pay only your own LLM provider costs). Cloud tiers: Starter at $29/month (400 credits, 25 prompts), Bestseller at $119/month (1,500 credits, 50 prompts, daily runs, unlimited seats) and Business at $299/month (3,000 credits, 125 prompts, 5 brands, API access). Annual billing takes 25% off.

- **Monitoring across ten answer engines:** Ideata polls ChatGPT, Claude, Gemini, Perplexity, AI Overviews, DeepSeek, Grok, GigaChat and both Yandex engines, showing the full answer text, your brand's position, cited sources and sentiment.
- **Content studio that closes the gap:** The built-in studio moves from brief to research, outline, draft, fact-check and publish, writing in a voice built from a crawl of your own site rather than a template.
- **Quality gates and anti-slop checks:** A minimum citation count, an automated fact-check pass and a slop score that sends weak prose back for a rewrite before you ever see it.
- **Citation and crawler analytics:** See which sites the engines cite in your niche, where they link competitors instead of you, and how often GPTBot, PerplexityBot and YandexBot visit your pages.
- **One article, eight platforms:** Each article is rewritten per platform with its own character limits, threading rules and hashtag policy, then published to Telegram, X, LinkedIn, Bluesky and Mastodon.

**Strengths:** Whole product is open source under AGPL-3.0 with no feature gates; Shows the actual engine answers, positions and cited sources rather than a single score; Goes beyond monitoring by turning visibility gaps into published content; Can be fully self-hosted so your data and provider keys never leave your infrastructure

**Limitations:** Coverage of Yandex and GigaChat is most useful to Russian-market brands; Credit-based cloud plans can be consumed quickly by heavy content generation; Self-hosting requires comfort with Docker, Postgres and API keys

[Profile (Markdown)](https://openaitools.app/tool/ideata.md)

## Frequently Asked Questions

### How do Glean and Ideata compare in monthly traffic?

Glean has 3,301,875 monthly visits, while Ideata has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Glean has a month-over-month growth rate of +0.1%; Ideata has 0%.

### How does pricing compare?

Glean: Contact for Pricing. Contact for pricing. Glean is licensed to organisations based on seats, connectors, and deployment scope, and is evaluated through a demo rather than self-serve purchase. Ideata: Freemium. Freemium. Self-hosting is free forever under AGPL-3.0 with unlimited prompts, brands and engines (you pay only your own LLM provider costs). Cloud tiers: Starter at $29/month (400 credits, 25 prompts), Bestseller at $119/month (1,500 credits, 50 prompts, daily runs, unlimited seats) and Business at $299/month (3,000 credits, 125 prompts, 5 brands, API access). Annual billing takes 25% off.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) |
| 2 | [Dust](https://openaitools.app/tool/dust) | 547,217 | +1.8% | Contact for Pricing | Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search. | [.md](https://openaitools.app/tool/dust.md) |
| 3 | [Gumloop](https://openaitools.app/tool/gumloop) | 379,557 | -21.1% | Freemium, Paid, Contact for Pricing | Build, share, and control AI agents that actually do the work | [.md](https://openaitools.app/tool/gumloop.md) |
| 4 | [Peec AI](https://openaitools.app/tool/peec-ai) | 262,088 | +0.8% | Free Trial, Paid, Contact for Pricing | AI search visibility analytics for marketing teams | [.md](https://openaitools.app/tool/peec-ai.md) |
| 5 | [Surfer](https://openaitools.app/tool/surferseo-com) | 249,599 | -29.3% | Paid, Contact for Pricing | AI visibility platform to get your brand cited in AI search | [.md](https://openaitools.app/tool/surferseo-com.md) |
| 6 | [Moveworks](https://openaitools.app/tool/moveworks) | 168,527 | -4.3% | Contact for Pricing | Automates employee IT and HR support requests exceptionally well, but focuses less on general universal document search. | [.md](https://openaitools.app/tool/moveworks.md) |
| 7 | [Kore.ai](https://openaitools.app/tool/kore-ai) | 143,328 | -18.2% | Contact for Pricing | Deploys enterprise conversational assistants and automated workflows, but lacks Glean's unified organization-wide knowledge graph search. | [.md](https://openaitools.app/tool/kore-ai.md) |
| 8 | [Coworker AI](https://openaitools.app/tool/coworker-ai) | 129,346 | -1.8% | Free Trial, Paid, Contact for Pricing | Creates permission-aware context graphs and routes tasks across enterprise tools, but has a smaller connector library than Glean. | [.md](https://openaitools.app/tool/coworker-ai.md) |
| 9 | [Otterly.ai](https://openaitools.app/tool/otterly-ai) | 122,389 | +3% | Free Trial, Paid | Track and improve how AI search engines mention your brand | [.md](https://openaitools.app/tool/otterly-ai.md) |
| 10 | [GrackerAI](https://openaitools.app/tool/grackerai) | 117,207 | -6.4% | Free Trial, Contact for Pricing | AEO & GEO platform for AI search visibility | [.md](https://openaitools.app/tool/grackerai.md) |

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Source: https://openaitools.app/compare/glean-vs-ideata

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