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Valuable use of AI (ahem) - two week analysis of TWTD forum discussions 11:20 - Jul 28 with 671 viewsunstableblue

Now I'm not sure this deep dive analysis of TWTD forum threads over the last fortnight is the best use of the associated server power/water - but probably a bit better than generating fake Haaland videos.

Here goes - Caveat: AI often makes significant errors, often confuses McKenna with O'Neil, and interestingly thinks that OShea is getting a suspension for his Cartegena red - chuckle - but I do think this is quite a nice summary of where Town fans as we head into August, I'd agree 70% of the board feel positive):

TWTD FORUM DEEP DIVE
Supporter Sentiment Review – Most Discussed Topics (Last Two Weeks)

Having reviewed the football forum activity over the past fortnight, a clear picture emerges. While there are numerous individual transfer rumour threads, discussion consistently coalesces around ten recurring themes. Overall, supporter sentiment is more optimistic than at any stage since relegation, with confidence in both the ownership and football department remaining exceptionally strong.

10 main themes, ranked by volume of discussion:

1. SUMMER RECRUITMENT STRATEGY
Summary - By far the dominant topic. Fans debate virtually every rumour, but discussion is less about individual players than whether the squad is being built intelligently.
Conclusion - Broad confidence in Ashton, O'Neil and the recruitment team. Supporters believe the club is buying players that fit the system rather than chasing big names

2. DAIZEN MAEDA SIGNING
Summary - The biggest positive story of the fortnight. Threads focus on his work-rate, mentality and experience. Celtic supporters' praise has reinforced confidence.
Conclusion - Widely viewed as an excellent signing who should become an instant fan favourite and significantly improve the attack.

3. GOALKEEPER SITUATION (Scherpen and others)
Summary - Considerable debate over signing another goalkeeper while already having several under contract.
Conclusion - Initial confusion gave way to acceptance that O'Neil wants genuine competition and succession planning. Confidence increased once Scherpen's qualities were discussed.

4. WHERE THE SQUAD STILL NEEDS STRENGTHENING
Summary - Most posters believe recruitment is not finished. Central midfield, striker and defensive depth receive most attention.
Conclusion - Consensus is that further additions would leave Town well equipped for the season, but estimates on number of players needed vary from three to eight.

5. CAN TOWN SURVIVE COMFORTABLY
Summary - Following recent signings, discussion has shifted from avoiding relegation to whether a mid-table finish is realistic.
Conclusion - Most contributors are cautiously optimistic. Few expect an easy season, but confidence has grown noticeably compared with early summer.

6. PREFERRED FORMATION AND TACTICAL SHAPE
Summary - Numerous threads examine whether O'Neil may move towards a back three, given the profile of recent signings.
Conclusion - Fans generally believe tactical flexibility will increase rather than replace the established style of play.

7. TICKETING AND SUPPORTER EXPERIENCE
Summary - Digital ticketing, away allocations and buying occasional tickets continue to generate lengthy discussion.
Conclusion - This remains the principal area where supporters express frustration. Concerns are practical rather than directed at the football operation.

8. PRE-SEASON AND SQUAD SELECTION
Summary - Friendlies are being analysed mainly for clues about line-ups and new signings rather than results.
Conclusion - Fans recognise fitness and integration matter more than scorelines, although speculation about starting XIs remains intense.

9. INDIVIDUAL PLAYER ROLES
Summary - O'Shea's suspension, Akpom's position, Fatawu, Davis, Taylor and Humphreys all feature regularly.
Conclusion - There is healthy debate but little negativity; supporters generally feel competition for places is becoming a strength.

10. TRANSFER RUMOURS
Summary - Every credible rumour involving Town generates substantial engagement, particularly midfielders and forwards.
Conclusion - Fans are noticeably more patient than earlier in the window, trusting the club not to rush decisions.


OVERALL SUPPORTER MOOD
If the forum were scored on a simple sentiment scale:
Positive: ~70%
Neutral/analytical: ~20%
Negative: ~10%
The negativity is directed primarily at ticketing arrangements, transfer speculation fatigue and media coverage, rather than at the club's leadership or coaching staff.

STRATEGIC TAEKEAWAYS
Three themes stand out:
a) Trust in leadership is exceptionally high. The Ashton–McKenna (**confused**) partnership continues to enjoy significant goodwill. Even when rumours fail to materialise, most supporters assume there is acoherent plan behind recruitment.

b) Expectations have become more ambitious. Early summer discussion centred on avoiding relegation; the tone has shifted towards finishing comfortably clear of danger and establishing the club as a sustainable Premier League side.

c) Supporters now see recruitment as evolutionary rather than reactive. Recent signings are viewed as strengthening the club over several seasons, not simply filling immediate gaps. That long-term approach is widely endorsed across the forum.

EXECUTIVE SUMMARY: The prevailing mood on TWTD is one of cautious optimism. The forum's most active discussions are no longer questioning the club's direction but debating how high expectations should be. Confidence in recruitment, coaching and long-term planning outweighs concern, with practical supporter issues—particularly ticketing—remaining the only consistently contentious area.





[Post edited 28 Jul 11:32]

Poll: Building on NthQldITFC thread - If you had to choose, would you rather?

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Valuable use of AI (ahem) - two week analysis of TWTD forum discussions on 11:23 - Jul 28 with 609 viewsbluelagos

"The Ashton–McKenna partnership continues to enjoy significant goodwill."

Poll: Your preference for new Towen manager (Bookies favourites)
Blog: Time's Up Mark

0
Valuable use of AI (ahem) - two week analysis of TWTD forum discussions on 11:26 - Jul 28 with 573 viewsCheltenham_Blue

"thinks that OShea is getting a suspension for his Cartegena red - chuckle"

The result of a single post by Sitters

Poll: If we were to spend £200m would you rather

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Valuable use of AI (ahem) - two week analysis of TWTD forum discussions on 11:31 - Jul 28 with 520 viewsunstableblue

Valuable use of AI (ahem) - two week analysis of TWTD forum discussions on 11:26 - Jul 28 by Cheltenham_Blue

"thinks that OShea is getting a suspension for his Cartegena red - chuckle"

The result of a single post by Sitters


That's AI all over.. Sitters is driving global opinion (and misinformation)... our robot overlords will target him first - in the 'purge'

Poll: Building on NthQldITFC thread - If you had to choose, would you rather?

1
Valuable use of AI (ahem) - two week analysis of TWTD forum discussions on 12:14 - Jul 28 with 393 viewsMJallday

Now get it to do the non-football part of the forum

that'll make it sh1t a virtual brick or two.

Stilton eating Participant - 1977 to Present Day
Poll: Will you be renewing if you are an existing ST Holder - given todays news?

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Valuable use of AI (ahem) - two week analysis of TWTD forum discussions on 12:38 - Jul 28 with 317 viewsunstableblue

Valuable use of AI (ahem) - two week analysis of TWTD forum discussions on 12:14 - Jul 28 by MJallday

Now get it to do the non-football part of the forum

that'll make it sh1t a virtual brick or two.


I’m not sure Large Language Models yet have the capability and compute power to manage the GENERAL thread understanding and summation; we may need to wait for General Intelligence and Quantum computing to be realised!!

Poll: Building on NthQldITFC thread - If you had to choose, would you rather?

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