When a stock hits a fresh low, it can either signal a dirt cheap dream stock or a dreadful stock to avoid. Separating the wheat from the chaff is difficult, but finding well-run companies at bargain-basement prices is a great way to accumulate a fortune over the long run.

With that in mind, we'll use the aggregate intelligence of the 120,000-plus investors participating in Motley Fool CAPS to see what the community is saying about stocks hitting 52-week lows today. The community's approval (signified by four- and five-star ratings) could indicate that further research is in order.

Here are three such stocks:

Company

Today’s Intraday Price

Industry

CAPS Rating (out of 5)

Fools Saying Outperform

Forest Oil Corp (NYSE:FST)

$19.16

Independent Oil & Gas

4 Stars

298 of 307

Abercrombie & Fitch Co. (NYSE:ANF)

$20.75

Apparel Stores

2 Stars

798 of 963

Ambassadors Group, Inc. (NASDAQ:EPAX)

$8.01

Education & Training Services

5 Stars

411 of 426

Source: Motley Fool CAPS, as of Nov. 13, 2008.

Top-rated independent oil & gas companies:

  • Apco Argentina, Inc. (NASDAQ:APAGF): Stock price is 2% higher than last year.
  • Contango Oil & Gas Company (AMEX:MCF): Stock price is 2% lower than last year.

Top-rated apparel stores companies:

  • The Dress Barn, Inc. (NASDAQ:DBRN): Stock price is 50% lower than last year.
  • American Eagle Outfitters (NYSE:AEO): Stock price is 60% lower than last year.

Join us on CAPS to learn more about these and countless other interesting stock ideas.