---
optiview_delivery: edge_optimized
content_type: semantic_markdown
source_url: https://optiview.ai/resources/web-retrieval-source-freshness-checklist/
brand_content: included
publication_version: "9.0"
published_at: 2026-10-16T20:36:07Z
composition_version: composition-v2.1.0
presentation_version: presentation-v1.2.3
brand_content_source: narrative_graph
delivery_publication: graph:33
narrative_versions:
  - 33
narrative_version: 33
---

[Resources](https://optiview.ai/resources/) [Implementation and operations](https://optiview.ai/resources/topics/implementation/)

Research methods — October 30, 2026

# How to Check Whether an AI Retrieval System Is Using Fresh Website Content

When an AI application returns outdated information, the first question is where the older version entered the workflow. A controlled freshness test helps narrow the possibilities.

By Optiview · Sources checked October 30, 2026

[Download this article (.md)](https://optiview.ai/resources/web-retrieval-source-freshness-checklist.md)

A website can display updated content while a separate retrieval system returns an older version. That observation may involve cache behavior, indexing, acquisition timing, source selection or the application's own storage. The output alone rarely identifies the cause.

Exa and You.com both document systems capable of obtaining web information, but their internal acquisition paths and freshness behavior should be assessed through the specific APIs and configurations actually used.

The procedure below is a proposed study design, not an executed experiment. It cannot establish universal refresh timing, guarantee that a provider uses the publisher's Markdown response or prove that every downstream system has received a content update.

## 1\. Prepare an authorized source fixture

1.  Choose a public page you control and can safely update.
2.  Record its canonical URL and current approved content.
3.  Add a benign, clearly identifiable revision marker.
4.  Save the original response body, relevant headers and observation time.
5.  Document expected cache behavior and the responsible deployment owner.
6.  Prepare a reversible, approved content change.

A revision marker might be an editorial version label rather than a customer-facing product claim. Do not change prices, policies or real eligibility information solely to create a test.

## 2\. Establish separate baselines

| Observation point | Record |
| --- | --- |
| Publisher origin | Version, body, headers and time |
| Public CDN response | Version, response metadata and time |
| Retrieval API | Actual returned content, URLs and time |
| Application storage | Retained content version if observable |
| Generated answer | Question, answer and supporting references |

Not every system exposes each layer. Mark inaccessible observations Unknown. Do not substitute an assumed internal cache state for evidence.

The [HTTP caching specification](https://www.rfc-editor.org/rfc/rfc9111.html) defines freshness, validation and reuse of stored responses. Those rules inform investigation, but a retrieval provider's complete architecture may involve additional systems not visible through HTTP headers.

## 3\. Introduce one controlled source revision

Publish the authorized revision and verify its appearance through the normal website delivery path. Record the precise publication time and the first independently observed updated response.

*   Preserve the previous version for comparison.
*   Avoid changing unrelated page elements during the observation period.
*   Keep retrieval questions and relevant settings consistent.
*   Choose observation intervals before collecting results.
*   Respect provider access limits and avoid uncontrolled repeated requests.
*   Record failures, timeouts and ambiguous responses rather than excluding them.

## 4\. Compare retrieval observations without assuming the path

Exa's [developer documentation](https://exa.ai/docs/get-started/quickstart) distinguishes search from obtaining content at known URLs. You.com's [API guide](https://you.com/docs/choose-the-right-api) similarly distinguishes Web Search, Contents and synthesized answers.

For an authorized evaluation, retain the exact API capability used, requested URL or query, settings, returned content, citations if applicable and observation time. A provider may return material from its own index or acquisition process. Do not assume it issued a new request to the publisher or selected a specific representation.

If an updated marker appears, you have evidence that the observed output contains that marker. You do not necessarily know the complete acquisition path or whether every other part of the source is current.

## 5\. Classify the result

| Finding | Supported interpretation |
| --- | --- |
| Updated source, older retrieved body | A freshness discrepancy exists at the observed points |
| Updated marker in retrieval | That output contains the newer marker |
| Mixed old and new facts | Possible inconsistent source or processing state |
| No relevant result | Freshness cannot be inferred from absence alone |
| Updated answer | Answer changed; source contribution remains to be established |

The completed work product should contain a timeline, preserved source versions, retrieval observations, unresolved explanations and a narrowly worded conclusion.

## 6\. Decide the next investigation

If the public source remains stale, investigate publishing and cache configuration. If the source is current but retrieved content is older, investigate available provider freshness options and acquisition behavior. If the answer is wrong despite current retrieved content, inspect synthesis separately.

Use the [Markdown cache validation checklist](https://optiview.ai/resources/markdown-negotiation-cache-validation/) for publisher-side response behavior. It complements this broader retrieval-freshness study without claiming that either experiment has already been performed.

## Additional source context

Test freshness as a chain of timestamped observations. A visible version marker helps identify content, but it does not prove when, why or through which path a retrieval system obtained it.

Make your brand easier for AI to understand.

### Explore

[Website publishing](https://optiview.ai/products/publish/) · [Developer tools](https://optiview.ai/products/#developers) · [Pricing](https://optiview.ai/pricing/)

### Learn

[Guides](https://optiview.ai/resources/) · [Developer docs](https://optiview.ai/developers/) · [Research](https://optiview.ai/proof/) · [FAQ](https://optiview.ai/faq/)

### Company

[About Optiview](https://optiview.ai/about/) · [Agencies](https://optiview.ai/partners/) · [Contact](https://optiview.ai/#contact) · [Privacy](https://optiview.ai/privacy/) · [Billing terms](https://optiview.ai/billing-policy/)

## Additional page links

- [Does AI receive the page your visitors see?](https://optiview.ai/resources/website-platforms-ai-readability/) — Continue reading
- [Four files. Four different jobs.](https://optiview.ai/resources/four-discovery-files/) — Continue reading
- [How to convert HTML to Markdown for AI applications](https://optiview.ai/resources/html-to-markdown-api-guide/) — Continue reading
- [Preview a page](https://optiview.ai/demo/) — Continue reading
- [Read the setup guide](https://optiview.ai/docs/setup/) — Continue reading


---

# Published brand narrative

# Site-wide brand information

## Who we are

### Optiview — Parse, Retrieve and Publish for AI

Optiview helps businesses and developers make website information easier for AI to use. Parse converts supplied HTML into clean Markdown and source metadata. Retrieve fetches an eligible public HTTPS webpage and prepares its content. Publish helps a verified business prepare its own website content and make approved Narrative Graph context available through a supported connection.

Parse and Retrieve use application keys and a prepaid developer wallet. Publish has separate website setup, ownership checks and a subscription. Optiview does not control whether an outside AI service discovers, uses or cites the resulting content.

Applies to: Optiview

## Why we matter

### A clearer source, from website content to business context

Webpages mix useful information with navigation, layout and application code. Businesses may also have important qualifications, answers and context that are not clearly published.

Optiview gives developers a way to prepare source content for their applications, and gives businesses a way to publish the context their teams approve. Your application chooses how to use Parse and Retrieve results. Your business controls what it publishes through Publish.

Clearer publishing makes information available; it does not determine an AI system’s answer. Each outside service chooses its own retrieval, recommendations and citations.

## What we offer

### Three products, with separate jobs and clear pricing

- **Optiview Parse:** Supply complete HTML and a source URL. Receive clean Markdown, source and output hashes, parser details and processing warnings. Parse does not fetch the URL or execute JavaScript. A successful page uses 1 credit.
- **Optiview Retrieve:** Supply one eligible public HTTPS URL. Optiview checks supported access and publisher policies, fetches anonymous static HTML and parses it. It does not search the web, execute JavaScript, bypass a login or access private networks. A successful page uses 5 credits total, including parsing.
- **Developer credits:** USD $20 buys 20,000 credits shared by Parse and Retrieve. There is no developer subscription, automatic recharge or scheduled credit expiration. Failed jobs consume no credits. Applicable taxes and the total appear at checkout. Source size, quotas and retention limits apply.
- **Optiview Publish:** USD $99 per website per month plus applicable tax. Connect a verified website, review the prepared source and optionally maintain approved Narrative Graph context in Identity, Story, Offerings, Trust, Knowledge and Actions. Choose site-wide or exact-page scope. Saving drafts does not publish them. Eligible AI tools can receive prepared Markdown or HTML through supported delivery, while ordinary visitors keep the normal website.

Developer credits do not purchase Publish subscriptions. Parse and Retrieve do not add a customer’s private Narrative Graph to arbitrary third-party pages. See https://optiview.ai/pricing/ and https://optiview.ai/developers/ for the current offer and limits.

## Why trust us

### Inspect the output and understand what the evidence establishes

Developers can inspect the prepared Markdown, job status, source metadata, processing warnings and credit ledger. Retrieve records the public source response it observed; Parse identifies supplied HTML rather than claiming to verify the current origin.

Publish administrators can review parser output, the combined published-output preview, source checks and publication history. A preview is separate from a recorded live delivery. Saved edits remain separate from the active publication until explicitly published.

Our experiment pages contain selected first-party AI conversations and source comparisons. Delivery records establish what was served, not downstream ingestion, recommendations, citations or revenue. Observed language matches do not establish causation or a consistent visibility improvement. Explore the evidence and limitations at https://optiview.ai/proof/.

## Helpful knowledge

### Common questions about the three products

**Which product should I use?**
Use Parse when you already have HTML. Use Retrieve when you need Optiview to fetch one eligible public page first. Use Publish when your business wants to prepare its verified website and publish approved context.

**Do Parse and Retrieve require website ownership or DNS changes?**
No website connection is needed for these developer products. You remain responsible for source rights and permitted downstream use. Public availability does not grant a reuse license.

**How do developer accounts and keys work?**
Create a developer workspace and save the personal sign-in key and offline recovery code. Create scoped service keys for server-side applications. Email is an unverified contact identifier, not account-ownership proof or an email-only recovery method. Keep all credentials private.

**Can my agent use Optiview?**
The authenticated developer API returns prepared content for your application or model. A downloadable JavaScript client and local MCP adapter are available. Your host must authorize sources and any credit expenditure. Compatibility does not establish adoption or a partnership with an AI provider.

**Does the API include my private Narrative Graph?**
Parse and Retrieve are source-only. Verified website publishing and approved publisher context belong to the separate Publish workflow.

**Does Publish replace our website or CMS?**
No. Your website stays in its existing system. Your web team establishes and tests a supported connection. Your team reviews and explicitly publishes any Narrative Graph additions. Ordinary visitors retain the normal website experience.

**Does every AI tool get the prepared version?**
No. Delivery depends on the website connection, source eligibility and the request. Some tools explicitly request Markdown; supported AI requests may also receive prepared Markdown or HTML through eligible delivery paths. Traditional search crawlers retain the original website response. A claimed tool name does not prove the requester’s identity.

**Does the demo publish or save to our workspace?**
No. The public demo is a separate preview. Its AI-generated examples require review and do not transfer automatically into an approved publication.

**Will Optiview guarantee citations or recommendations?**
No. Optiview prepares and publishes sources. Outside AI services choose what to retrieve, use and cite.

## What to do next

### Choose your starting point

- [Compare Parse, Retrieve and Publish](https://optiview.ai/products/) to choose the right workflow.
- [Create a developer workspace](https://app.optiview.ai/developers) for self-service Parse and Retrieve, then add credits and create an application key.
- [Read the API quickstart and agent-tool setup](https://optiview.ai/developers/) for request examples, supported sources, errors, quotas and downloads.
- [Review pricing and terms](https://optiview.ai/pricing/) for prepaid credits and the separate Publish plan.
- [Preview your website](https://optiview.ai/demo/) to inspect prepared content and explore unapproved narrative examples without connecting or publishing.
- [Plan Publish setup](https://optiview.ai/onboarding/) with your web team. Publishing requires ownership checks, review and a supported connection; contact [hello@optiview.ai](mailto:hello@optiview.ai) for assisted setup.

Already using Publish? Review your Narrative Graph, publish approved changes explicitly, inspect the combined source in Markdown and check recorded delivery in Activity. Keep your existing visibility tools to study downstream AI answers.