Product capabilities

Help teams understand markets, content and audiences faster.

TRMesh is not just a set of endpoints. It is a social data product surface designed for lead discovery, market research, account comparison, content trend analysis and repeatable insight workflows.

For sales, marketing and research teams

If your goal is to find likely customers, understand market momentum, study target audiences or compare competitor content styles, this product should feel more like an executable data workspace than a technical dashboard.

Export lead generation
Topic and trend tracking
Competitor account comparison
Audience research

For developers and data product teams

If you want to connect these capabilities into CRMs, BI tools, automations, or internal systems, use the authenticated, billed, rate-limited, and logged API proxy with the published examples.

Governed API access
Automation calls
Internal tool integration
Traceable usage records

Core modules

Organized around business questions

The product should help customers answer concrete questions first: which accounts matter, which topics are rising, which audiences are relevant and how the results should be reused.

AI-assisted asking and analysis

Start with natural-language questions, then narrow them into more explicit queries and outputs.

Natural-language prompts
Analysis direction support
Structured result shaping
Friendly for non-technical teams

Combined query workflows

Blend platform, region, keyword, account type and engagement conditions into richer research workflows.

Multi-condition filtering
Cross-platform comparison
Lead and sample screening
Reusable query patterns

Structured API access

Connect results into internal systems, automations or business reporting instead of leaving the value inside a single screen.

Unified proxy entry
Documented requests and responses
System integration
Validation from public docs

Readable outputs for business teams

The focus is not on exposing more fields, but on making the output easier to compare, review and act on.

Business-friendly outputs
Easier filtering and analysis
Report-ready summaries
Less manual cleanup

Query history and method reuse

Review useful queries and parameter combinations. Persisted workflow automation still needs to be built by the caller.

Review query history
Reuse parameter ideas
Scenario standardization
Document research logic

Built for operational integration

Once the value is proven, the same product surface can continue into formal business workflows.

Path from trial to API usage
Can integrate with CRM / BI / automation
Reusable docs and examples
Less repeated validation

Typical adoption path

This is how customers usually use it

Start with a business question

For example: find likely customer accounts in a region, test whether a topic is gaining traction, or study the content preferences of a target audience.

Validate with trial access

Use the trial to test platform coverage, output structure, query efficiency and practical usefulness.

Standardize what works

Record useful query and screening methods, then document them as repeatable steps for the intended users.

Move into formal integration

Once the value is clear, connect the API calls into internal systems or automations.

Scenario preview

More like a commercial data workspace

Prospect discoverySales

Use region, industry, account style and activity to find accounts closer to your target customer.

Topic analysisMarketing

Track topic shifts, engagement patterns and content direction in a target niche.

Creator screeningCampaign

Compare content themes, publishing cadence and engagement for collaboration decisions.

Audience researchInsight

Understand interests, behavior patterns and content preferences faster.

Use cases

These are the workflows where value shows up fastest

These scenarios describe possible query directions. Current coverage, fields, and prices are defined by the live API catalog.

Export sales prospecting and market sampling

Topic momentum analysis for a country or industry

Creator and account screening for campaigns

Audience preference and behavior research

Start with the scenario you care about most

If lead discovery, trend analysis, creator screening or audience research is already on your list, you can start validating today.