WriteWorks AI

WriteWorks AI, built on frontier AI, routed for reliability

WriteWorks AI powers every AI call across the co-author, three AI-visibility scoring lenses, prompt research, grammar pass, templates, URL import, and grounded chat. Gateway routing picks the right path per task, fails over automatically, and unifies observability.

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Trusted by teams winning AI search

GoTeachingJobsFhreshSurge45GraftPalKleepa
100%
Calls on frontier AI
Powers every production path
24/7
Automatic failover routing
Right path for each task, automatic
Gateway
Routing + observability
Unified observability and failover
Failover
Stays online
Survives provider hiccups
The challenge

Why single-path AI integrations fall short

The compromises of a one-size-fits-all path.

Different tasks need different paths

Generation needs depth. Classification needs speed. Long-context reasoning needs more room. A single fixed path forces a compromise.

Provider outages stall the product

A direct integration with no failover means a provider outage breaks the platform.

Usage and latency are opaque

Without unified observability across every call, tracking spend and latency by feature is guesswork.

The solution

How WriteWorks AI works

Built on frontier AI, routed for reliability through a gateway.

WriteWorks AI across every production path

The AI co-author, three lenses, prompt research, grammar pass, intent-anchored templates, and URL import all run on WriteWorks AI, built on frontier AI.

Automatic reliability routing

Prompt expansion and classification route to a faster path when depth isn't the constraint. Long-context reasoning routes to a higher-context path when it is. All automatic.

Gateway routing and failover

Every call is routed through a gateway for unified observability and failover. Falls back to a direct call if the gateway is unavailable, so the product stays online.

Usage transparency

Per-message input and output token counts surfaced in the Ask feature. Aggregate usage visible in billing.

Customer story

How teams are winning AI search

From invisibility to category dominance across every major answer engine.

Share of voice, proven

We retired three legacy tools and rebuilt our motion around WriteWorks. We can finally see our share of voice on the engines our buyers ask, and prove the lift on every run.

JK
Jordan Kessler Head of Growth, GoTeachingJobs
Capabilities

AI infrastructure capabilities

Every routing path and every safety net.

Built on frontier AI

Across the co-author, lenses, research, grammar, templates, URL import.

Fast-path routing

Faster path for prompt expansion and classification.

Long-context routing

Higher-context path for select long-context workflows.

Gateway routing

Unified routing, observability, failover.

Automatic failover

Direct fallback survives gateway hiccups without downtime.

Usage transparency

Per-message counts visible in Ask.

Time savings

What changes with reliability routing

Latency, quality, and reliability.

TaskBeforeWith WriteWorksTime saved
Run AI co-author in the editorGeneric AI via APIWriteWorks AI via gatewayOutput quality up, no API plumbing
Generate 4 intent promptsOne slow path for everythingFast-path routing, automaticLatency cut significantly
Survive a provider hiccupOutage = downtimeGateway-routed with failoverReliability up
Included

What's included

Every capability of the AI infrastructure layer.

Built on frontier AI across every production path
Automatic fast-path routing for prompt research and classification
Long-context path available for select workflows
Gateway routing (observability, failover)
Automatic failover to a direct call
Per-message usage transparency in Ask
Built for

Built for operators

Operators, engineering, content teams.

Operators

Frontier AI, routed for reliability, without the API plumbing.

Engineering & data teams

Gateway routing for observability and failover.

Content teams

The right path for each step, automatically.

Featured story

We closed the share-of-voice gap across every major engine. Our content team now ships citation-ready by default, and we have the proof to show it.

Read the full story
8 engines
One closed loop
Citation gap
Diagnosed and closed
Precision
Not just presence
FAQ

Frequently asked questions

Everything teams typically ask before getting started.

What is WriteWorks AI?+
WriteWorks AI is the AI behind every WriteWorks feature, built on frontier AI and routed for reliability. It powers the co-author, three lenses, prompt research, grammar pass, intent-anchored templates, and URL import. Routing picks the right path automatically depending on whether the call needs depth, speed, or long context.
How is it routed for reliability?+
A gateway routing layer gives WriteWorks observability, failover, and unified usage tracking across every AI call. If the gateway is unavailable, calls fall back to a direct path so the product stays online.
Can I see what each call uses?+
Yes. The Ask feature shows per-message input and output token counts. Aggregate usage is visible in billing.
What happens if there's a provider outage?+
Routing handles failover automatically. If the gateway itself is unavailable, WriteWorks falls back to a direct call so the product stays online.
Explore more

Keep exploring

Related solutions, adjacent use cases, and platform features.

Get started

WriteWorks AI, built on frontier AI

On every AI call. Built on frontier AI, routed for reliability. Gateway routing, automatic failover, unified observability.

WriteWorks AI: Built on Frontier AI, Routed for Reliability | WriteWorks