Sunday, December 21, 2025

Unlock AG Pro Today

Why Now?

AG Pro gives you sharp insights, compelling stories, and weekly mind fuel without the fluff. Think of it as your brain’s secret weapon – and our way to keep doing what we do best: cutting the BS and giving you INDEPENDENT real talk that moves the needle.

Limited time offer: $29/yr (regularly $149)
✔ Full access to all stories and 20 years of analysis
✔ Long-form exclusives and sharp strategy guides
✔ Weekly curated breakdowns sent to your inbox

We accept all major credit cards.

Pro

/ once per week

Get everything, no strings.

AG-curious? Get the full-access version, just on a week-to-week basis.
• Unlimited access, no lockouts
• Full Premium archive access
• Inbox delivery + curated digests
• Stop anytime, no hoops

$
7
$
0

Get your fill of no-BS brilliance.

Pro

/ once per year

All in, all year. Zero lockouts.

The best deal - full access, your way. No timeouts, no limits, no regrets.
A year for less than a month of Hulu+
• Unlimited access to every story
• Re-read anything, anytime
• Inbox drop + curated roundups

$
29
$
0

*Most Popular

Full access, no pressure. Just power.

Free
/ limited

Useful, just not unlimited.

You’ll still get the goods - just not the goodest, freshest goods. You’ll get:
• Weekly email recaps + curation
• 24-hour access to all new content
• No archive. No re-reads

Free

Upgrade later -
we’ll be here!

Unlock AG Pro Today

Why Now?

AG Pro gives you sharp insights, compelling stories, and weekly mind fuel without the fluff. Think of it as your brain’s secret weapon – and our way to keep doing what we do best: cutting the BS and giving you INDEPENDENT real talk that moves the needle.

Limited time offer: $29/yr (regularly $149)
✔ Full access to all stories and 20 years of analysis
✔ Long-form exclusives and sharp strategy guides
✔ Weekly curated breakdowns sent to your inbox

We accept all major credit cards.

Pro

/ once per week

Get everything, no strings.

AG-curious? Get the full-access version, just on a week-to-week basis.
• Unlimited access, no lockouts
• Full Premium archive access
• Inbox delivery + curated digests
• Stop anytime, no hoops

$
7
$
0

Get your fill of no-BS brilliance.

Pro

/ once per year

All in, all year. Zero lockouts.

The best deal - full access, your way. No timeouts, no limits, no regrets.
A year for less than a month of Hulu+
• Unlimited access to every story
• Re-read anything, anytime
• Inbox drop + curated roundups

$
29
$
0

*Most Popular

Full access, no pressure. Just power.

Free
/ limited

Useful, just not unlimited.

You’ll still get the goods - just not the goodest, freshest goods. You’ll get:
• Weekly email recaps + curation
• 24-hour access to all new content
• No archive. No re-reads

Free

Upgrade later -
we’ll be here!

Credibility on Twitter most depends on the person tweeting

Trust in online contacts

According to a new study1 by Microsoft and Carnegie Mellon University, consumers trust the opinions of social media contacts similarly to contacts in person like friends and family.

The study notes, “As users increasingly access tweets through search, they have less information on which to base credibility judgments as compared to consuming content from direct social network connections. We present survey results regarding users’ perceptions of tweet credibility.”

Who Twitter users trust the most

According to the scientific study, Twitter users most trust items retweeted by someone they trust. This is welcome news to brands that are retweeted, but is a reminder to Twitter users to actually read links before they pass them along as their credibility is tied to what they share, according to the study.

“A retweet from someone you trust” is the biggest factor people base credibility on regarding information shared on Twitter.

How information is evaluated

The research team sought to discover what a Twitter user weighs when they evaluate information seen in their timeline or through a search, ranking which factors helped or hurt the credibility of a tweet.

Below are the most credible factors with the average credibility impact score (a 1-5 rating of how much credibility the factor creates, with 5 being the highest):

  1. A retweet from someone you trust (4.08)
  2. Author has demonstrated expertise in the subject (4.04)
  3. Author is someone you follow (4.00)
  4. It contains a link to a source (3.93)
  5. Author is someone you’ve heard of (3.93)
  6. Author’s identity is verified by Twitter (3.92)
  7. Author often tweets on that topic (3.74)
  8. There are many other tweets with similar content (3.71)
  9. Author has a personal photo as the user image (3.70)
  10. Author is often mentioned or retweeted (3.69)
  11. Author’s location is near the topic (3.67)

Below are the factors that are considered the least important when determining the credibility of a tweet:

  1. Non-standard grammar or punctuation (2.71)
  2. Author has the default Twitter user image (2.87)
  3. Author has a cartoon or avatar as user image (3.22)
  4. Author is following too many users (3.30)

Perception is everything

The researchers took their study one step further and measured whether participants were correct in determining the accuracy of a tweet, and discovered that the subjects were not not accurate in their evaluation. This should be noted, as it truly spells out that perception is reality and misinformation can spread quickly on Twitter as users trust other users over the credibility of information.

“In the absence of the ability to distinguish truthfulness from the content alone, people must use other cues. Given that Twitter users only spend 3 seconds reading any given tweet, users may be more likely to make systematic errors in judgment due to minimal ‘processing’ time.”

How brands gain credibility

Professionals using Twitter must do more than share sloppy tweets about what they ate for lunch or the cute thing their cat did. A profile picture, established history of sharing information on relevant topics, a credible profile picture, and even decent grammar go a long way in establishing credibility, even more so, perhaps than a fleeting endorsement from a famous tweeter.

A retweet is now shown to do more than simply expand your reach, it actually lends credibility to your message when people see you retweeted and they trust the retweeter. Credibility of content now matters less than the credibility of the person tweeting.

—-
1 Microsoft study

Marti Trewe
Marti Trewe reports on business and technology news, chasing his passion for helping entrepreneurs and small businesses to stay well informed in the fast paced 140-character world. Marti rarely sleeps and thrives on reader news tips, especially about startups and big moves in leadership.

20 COMMENTS

Subscribe
Notify of
wpDiscuz
20
0
What insights can you add? →x
()
x
Exit mobile version