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 115,000-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

Red Hat, Inc. (NYSE:RHT)

$14.98

Application Software

2 Stars

421 of 524

Cypress Semiconductor Corp (NYSE:CY)

$5.04

Semiconductor - Broad Line

3 Stars

606 of 639

Safeway, Inc. (NYSE:SWY)

$23.10

Grocery Stores

2 Stars

213 of 265

Source: Motley Fool CAPS, as of Sept. 30, 2008.

Top-rated application software companies:

  • SXC Health Solutions Corp. (USA) (NASDAQ:SXCI): Stock price is 20% higher than last year.
  • Intuit, Inc. (NASDAQ:INTU): Stock price is 1% lower than last year.

Top-rated semiconductor -- broad line companies:

  • Silicon Image, Inc. (NASDAQ:SIMG): Stock price is 5% lower than last year.
  • Analog Devices, Inc. (NYSE:ADI): Stock price is 28% lower than last year.

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