One scale for every product
Pebbles Ai is scored on the same axes and the same 0 to 100 scale as everyone else.
Company context and library tools compared: the GTM landscape
How 51 company context and library tools compare on shared company context and governed outputs. Editorial scores from Pebbles Ai's research, with Pebbles Ai on the same scale.
Context and Library
Shared company context and governed outputsPebbles Ai on each axis
- Company-context depth80 out of 100Highest rival 80Joint top
- Brand-voice depth80 out of 100Highest rival 90
- Knowledge retrieval40 out of 100Highest rival 90
- Content governance70 out of 100Highest rival 90
- Connected GTM workflow80 out of 100Highest rival 100
- User-set autonomy80 out of 100Highest rival 80Joint top
Positioning map
Pebbles Ai
Company-context depth across, Brand-voice depth up, both 0 to 100. Arrow keys move between products.
Every axis
Pebbles AiOther productsMedian
Company-context depth
What it measures
Structured company, ICP and positioning context; not general file volume.
80Brand-voice depth
What it measures
Explicit voice extraction, modelling and use in generation.
80Knowledge retrieval
What it measures
Search, connectors and retrieval into work.
40Content governance
What it measures
Roles, review, approved assets and reuse of team content.
70Connected GTM workflow
What it measures
How many of eight go-to-market stages run natively in one workspace: account research, lead discovery, CRM records, grounded drafting, mailbox send, social publishing, calendar actions and memory.
80User-set autonomy
What it measures
Whether the user chooses how far the AI acts on its own, from asking before each action to acting, and how widely that choice applies across mail, CRM, calendar, social and connected tools.
80
Company context score matrix
0 to 100, Pebbles Ai pinned first
| Pebbles Ai | Pebbles Ai | 80 | 80 | 40 | 70 | 80 | 80 |
|---|---|---|---|---|---|---|---|
| Dust | Direct | 70 | 40 | 80 | 50 | 60 | 80 |
| Glean | Direct | 60 | 30 | 90 | 70 | 60 | 70 |
| Salesforce Knowledge and Enablement | Suite | 70 | 30 | 70 | 80 | 80 | 70 |
| HubSpot Content and Breeze | Suite | 80 | 60 | 60 | 70 | 100 | 60 |
| Confluence | Adjacent | 50 | 20 | 70 | 70 | 30 | 50 |
| Microsoft SharePoint, Loop and Copilot | Suite | 60 | 30 | 90 | 90 | 60 | 50 |
| Adobe Experience Manager and GenStudio | Suite | 50 | 70 | 70 | 90 | 40 | 40 |
| Google Workspace with Gemini | Suite | 50 | 30 | 70 | 70 | 60 | 40 |
| Notion AI | Direct | 60 | 30 | 70 | 60 | 60 | 40 |
| Typeface | Direct | 70 | 90 | 50 | 80 | 40 | 40 |
| Writer | Direct | 80 | 90 | 60 | 80 | 60 | 40 |
| Seismic | Direct | 60 | 40 | 80 | 90 | 60 | 30 |
| Bynder | Adjacent | 30 | 30 | 60 | 80 | 10 | 20 |
| Clay | Adjacent | 80 | 10 | 50 | 20 | 60 | 20 |
| Coda AI | Direct | 60 | 30 | 60 | 60 | 40 | 20 |
| Highspot | Direct | 60 | 30 | 70 | 90 | 30 | 20 |
| Klue | Adjacent | 70 | 20 | 60 | 70 | 30 | 20 |
| Persado | Direct | 40 | 80 | 30 | 50 | 20 | 20 |
| Tana | Adjacent | 50 | 20 | 50 | 30 | 30 | 20 |
| Bloomfire | Direct | 50 | 20 | 70 | 60 | 20 | 10 |
| Brandfolder | Adjacent | 30 | 30 | 50 | 70 | 10 | 10 |
| Crayon | Adjacent | 70 | 20 | 60 | 60 | 30 | 10 |
| Dify plus vector database | Open source or DIY | 40 | 20 | 70 | 30 | 0 | 10 |
| Frontify | Adjacent | 40 | 70 | 50 | 80 | 10 | 10 |
| Guru | Direct | 60 | 30 | 80 | 80 | 20 | 10 |
| Outline | Open source or DIY | 30 | 10 | 40 | 30 | 10 | 10 |
| Showpad | Direct | 50 | 30 | 60 | 80 | 20 | 10 |
| Slab | Adjacent | 40 | 10 | 50 | 40 | 10 | 10 |
Swipe to see every axis
Visual and file assets score matrix
0 to 100, Pebbles Ai pinned first
| Pebbles Ai | Pebbles Ai | 40 | 50 | 70 | 20 | 80 | 80 |
|---|---|---|---|---|---|---|---|
| ChatGPT (images and work files) | Suite | 80 | 80 | 40 | 30 | 60 | 90 |
| Claude (files and artifacts) | Suite | 20 | 90 | 50 | 30 | 60 | 90 |
| Google Gemini (Nano Banana, Canvas, Slides) | Suite | 80 | 70 | 50 | 40 | 60 | 40 |
| Microsoft 365 Copilot (Word, Excel, PowerPoint agents) | Suite | 50 | 90 | 60 | 80 | 60 | 50 |
| Manus (slides) | Adjacent | 60 | 80 | 40 | 50 | 50 | 30 |
| Typeface | Direct | 70 | 50 | 70 | 90 | 40 | 40 |
| Adobe Firefly and Express | Suite | 90 | 60 | 30 | 90 | 30 | 10 |
| Canva Magic Studio | Direct | 90 | 80 | 30 | 90 | 30 | 10 |
| Genspark (Slides and Sheets) | Adjacent | 60 | 80 | 40 | 30 | 30 | 20 |
| Jasper | Suite | 60 | 40 | 60 | 80 | 30 | 10 |
| Skywork Slides | Adjacent | 40 | 70 | 40 | 30 | 20 | 10 |
| Beautiful.ai | Direct | 40 | 70 | 20 | 70 | 10 | 10 |
| Gamma | Direct | 60 | 80 | 30 | 60 | 10 | 10 |
| Kimi Slides | Adjacent | 40 | 70 | 20 | 40 | 10 | 10 |
| Midjourney | Direct | 90 | 10 | 10 | 20 | 10 | 10 |
| Napkin AI | Direct | 50 | 60 | 20 | 60 | 10 | 10 |
| Pitch | Adjacent | 40 | 70 | 20 | 70 | 10 | 10 |
| Plus AI | Adjacent | 30 | 80 | 30 | 60 | 10 | 10 |
| Recraft | Direct | 80 | 30 | 10 | 70 | 10 | 10 |
| Figma AI and Make | Suite | 70 | 50 | 20 | 80 | 0 | 20 |
| FLUX or Stable Diffusion plus python-pptx | Open source or DIY | 70 | 60 | 20 | 20 | 0 | 10 |
| Ideogram | Direct | 80 | 20 | 10 | 50 | 0 | 10 |
| Tome | Adjacent | 20 | 30 | 20 | 20 | 0 | 10 |
Swipe to see every axis
Scores are editorial estimates (0 to 100) from Pebbles Ai's own research, not measured benchmarks.
How to read the landscape
Compare within a direction
Each subdirection has four axes of its own, plus two shared by all. Read a score against its neighbours only.
A blank is not a zero
Where a score is missing, the research did not rate that product on that axis.
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Company context and library tools compared: the GTM landscape Pebbles Ai https://trypebbles.ai/resources/gtm-competitive-landscape/context-library
Questions about company context and library tools
What does the company context and library landscape compare?
It compares 51 company context and library tools on shared company context and governed outputs. The direction has two parts, each with its own map and products: company context and visual and file assets. Pebbles Ai is scored beside them on the same scale.
Which axes are company context and library tools scored on?
Each part has six axes. In company context, the first four are Company-context depth, Brand-voice depth, Knowledge retrieval and Content governance. In visual and file assets, the first four are Visual generation, Editable file output, Business context and Brand control and governance. The last two, Connected GTM workflow and User-set autonomy, are shared by every direction, so you can compare the same things across the whole landscape.
Where does Pebbles Ai stand in company context and library?
In company context, Pebbles Ai is joint top on Company-context depth and User-set autonomy. In visual and file assets, it has the top score on Connected GTM workflow and is joint top on Business context. On every other axis, at least one product scores the same or higher. Each badge is worked out from the scores, never assumed.
How are the company context and library scores produced?
They are editorial estimates from Pebbles Ai's own research, on a scale from 0 to 100. They are not measured benchmarks or rankings. A blank cell means a product was not scored on that axis, not that it scored zero. Pebbles Ai is scored on the same scale as every other product.
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