USE CASE HUB
Use real workflows as the front door, not abstract AI terminology
This is not a generic AI news page. It breaks traffic down by practical jobs to be done, then routes people into learning, models, providers, or key checking only when the time is right.
Market sync snapshot
These entry pages are tied to a live public catalog, not static copy.
The goal is to make freshness visible to both search engines and visitors by anchoring high-intent hubs to the current market snapshot.
Last synced
Apr 28, 2026
Tracked providers
99
Public models
1,110
Official supplement entries
939
Use-case pages should catch fresh model demand before the long list
People searching by use case still want to know which new model just changed the answer. Surface that before the full scenario library.
Latest radar
Claude Sonnet 4.6
Anthropic · Claude release signal
Global model routeClaudeInput price $3Context window 1M
Why it is worth opening now：Claude Sonnet 4.6 captures freshness-driven searches that already carry obvious intent, not…
See where it fits
Latest radar
Gemini 3.1 Pro Preview
Google · Gemini release signal
Global model routeGeminiInput price $2Context window 1.0M
Why it is worth opening now：Gemini 3.1 Pro Preview captures freshness-driven searches that already carry obvious intent…
See where it fits
Latest radar
DeepSeek R1 0528
DeepSeek · R1 release signal
China model routeR1Input price $0.45Context window 164K
Why it is worth opening now：DeepSeek R1 0528 captures freshness-driven searches that already carry obvious intent, not…
See where it fits
Latest radar
Grok 4.20
xAI · Grok release signal
Global model routeGrokInput price $3Context window 2M
Why it is worth opening now：Grok 4.20 captures freshness-driven searches that already carry obvious intent, not just br…
See where it fits
Start with these mainstream workflow routes
If you want the quickest path into a common job flow, these mainstream routes are faster than exploring the entire use-case library first.
Start with onboarding
OpenAI
Start with the most common onboarding and commercial-readiness probe around OpenAI.
Open pilot page
Model-first route
Claude / Anthropic
Sample callable-model and failure-path signals around the Claude route first.
Open pilot page
Google route
Gemini / Google
Pull Gemini onboarding and route-readiness into the same early sampling lane.
Open pilot page
DeepSeek route
DeepSeek
Feed the high-frequency China-facing DeepSeek route with callable-model samples first.
Open pilot page
High-intent entry points
These pages are for people who already want to solve a problem, not casual browsers. The site should catch them early, then route them deeper.
SUPPORT USE CASE
Best AI for customer support
A practical page for teams trying to improve first-response speed, knowledge consistency, and ticket continuity. Clarify the reply drafting, knowledge grounding, multi-turn handling, and ticket cleanup workflow first, then move into models, providers, or real key checks.
Typical outcomes
Reply draftsKnowledge Q&ATicket summaries
Open this use case
SALES USE CASE
Best AI for sales teams
A practical page for teams trying to improve follow-up speed, better messaging, and deal progress. Clarify the lead follow-up, email drafting, call notes, and next-step suggestions workflow first, then move into models, providers, or real key checks.
Typical outcomes
Sales draftsFollow-up summariesCall notes
Open this use case
CODING USE CASE
Best AI for coding
A practical page for teams trying to improve developer speed, code quality, and team output. Clarify the code generation, refactoring, debugging, and code explanation workflow first, then move into models, providers, or real key checks.
Typical outcomes
Code completionsRefactor ideasDebug explanations
Open this use case
LEARNING USE CASE
Best AI for studying
A practical page for teams trying to improve learning speed, explanation quality, and review rhythm. Clarify the lesson explanation, material summarization, tutoring, and revision planning workflow first, then move into models, providers, or real key checks.
Typical outcomes
Concept explanationsStudy summariesQ&A tutoring
Open this use case
CONTENT USE CASE
Best AI for content marketing
A practical page for teams trying to improve content output, brand expression, and distribution speed. Clarify the topic planning, outlining, long-form drafting, rewriting, and multi-channel publishing workflow first, then move into models, providers, or real key checks.
Typical outcomes
Content outlinesLong-form draftsRewrites
Open this use case
TRANSLATION USE CASE
Best AI for translation
A practical page for teams trying to improve language accuracy, localization quality, and multilingual collaboration. Clarify the translation drafts, localization editing, multilingual replies, and cross-language reuse workflow first, then move into models, providers, or real key checks.
Typical outcomes
Translation draftsLocalization rewritesMultilingual replies
Open this use case
Where these pages route people next
Use-case pages attract and educate. The model library, provider directory, and key checks handle deeper decision and conversion work.
Best models
Start with workflow-based model recommendations before deeper comparison.
Learn AI
A softer starting point for people who are not yet in model and API territory.
Model library
Once the use case is clear, people usually compare models next.
Provider database
Then they move deeper into vendor structure and supply options.
Key check
When they hold a real key, they enter the deepest product action.