[Bug]: Failed CrawlResult has `links: {}` / `media: {}` instead of the usual keys

[talelboussetta]

crawl4ai version

0.9.4 (also on 0.9.2)

Expected Behavior

A result that failed (robots.txt refusal, fetch error, "All proxies failed") has the same links and media keys as a successful one:

"links": {"internal": [], "external": []},
"media": {"images": [], "videos": [], "audios": []}

so a client can read links["internal"] without special-casing failures.

Current Behavior

CrawlResult.links and CrawlResult.media default to {} (models.py#L136-L137). Successful crawls fill them from the scraper's typed Links / Media models, but the results AsyncWebCrawler.arun builds itself never set them:

• robots.txt refusal (async_webcrawler.py#L385-L397)
• "All proxies failed" (#L640-L646)
• the exception path (#L710-L712)
• the anti-bot raw-HTML fallback, which is a successful result (#L588-L598)

So in a mixed batch /crawl returns "links": {}, "media": {} for exactly the entries a client has to handle differently, and in the SDK result.links["internal"] raises KeyError. Since #2134 keeps failed results in /crawl responses, every batch with a refused or failed URL has this shape. In one client that read links.internal.length, the resulting TypeError was taken for a failed request and the healthy pages of the batch were re-crawled several times over.

cc @nightcityblade (#2134) @ntohidi

Is this reproducible?

Yes

Inputs Causing the Bug

- Two URLs on one site, one of them disallowed by its robots.txt
- crawler_config params: {"check_robots_txt": true}

Steps to Reproduce

1. Run the Docker image (0.9.4, or built from develop)
2. POST /crawl with both URLs and check_robots_txt=true
3. Compare `links` / `media` of the two results

Code snippets

from crawl4ai.models import CrawlResult

# What AsyncWebCrawler.arun returns for a URL robots.txt disallows
r = CrawlResult(url="https://example.com/private", html="", success=False,
                status_code=403, error_message="Access denied by robots.txt")
print(r.links, r.media)   # {} {}
r.links["internal"]       # KeyError: 'internal'

OS

Linux (Docker image built from develop @ 1f68e5b)

Python version

3.12 (the image's)

Browser

Chromium (Playwright, bundled)

Browser version

No response

Error logs & Screenshots (if applicable)

POST /crawl, check_robots_txt=true, two URLs of a local test site (CRAWL4AI_ALLOW_INTERNAL_URLS=true), /private disallowed by its robots.txt:
[shape] HTTP 200
/index.html success=True status=200 links=['external', 'internal'] media=['audios', 'images', 'videos'] error=''
/private/index.html success=False status=403 links={} media={} error='Access denied by robots.txt'