But the visitors initially looked sluggish for their weather-enforced lay-off.
Kenwyne Jones' physicality caused Blackpool's rearguard some early nervous moments as he twice came close to flicking headers into Fuller's path.
The two combined to fashion Stoke's first shot on goal as Jones cushioned down Rory Delap's long cross only to see his strike-partner's fierce half-volley blocked by Craig Cathcart.
Jones continued to threaten - with a header and scuffing a shot wide - and was left exasperated as Etherington failed to pick him out on a swift counter-attack.
Blackpool struggled to muster such attacking threat, but came closest to opening the scoring as Andy Wilkinson's last-ditch intervention proved just enough to deny Luke Varney before Campbell hooked a volley wide.
Neil Eardley's long-range shot, which endangered the top tier of the stand rather than Stoke's net, was more representative of their early efforts however as they struggled to secure the possession to feed their passing game.
But a tight offside decision went against the visitors as Campbell bore down on Asmir Begovic's goal from Varney's through-ball before the hosts were also left ruing the fine margins.
Afforded time on the edge of the box, Fuller stroked a curling effort past a rooted Seasiders' goalkeeper Richard Kingson but was only rewarded with a shuddering bar as the scoreline remained blank.
Blackpool's forward raids become more frequent as half-time approached however and Grandin had a glimpse of goal from Adam's free-kick before the chance was snuffed out by a decisive Begovic.
At the end of the first half Stoke did have the ball in the net but the referee had already blown for a foul on Kingson by Huth.
Blackpool were less pleased by another of Anthony Taylor's final decisions before the break as the Manchester official issued Adam with his fifth yellow card of the season, triggering a one-match ban for the playmaker.
The hosts began the second half strongly but Blackpool took the lead in the 48th minute when Whitehead's wayward shot and Fuller's lack of conviction saw Blackpool counter-attack through Varney and Adam and Campbell pounce from close range for his third goal of the season.
Pulis blames missed chances for defeat
Adam failed to connect properly with Varney's cut back but Campbell, a key figure in Blackpool's promotion from the Championship, flicked out a foot ahead of Huth to divert past Begovic.
Seventeen of Stoke's 21 league goals this season have come in the second half and the crowd raised the volume to spur their side to a customary late charge.
The response was slow at first with Fuller dragging an ugly shot well wide of the near post and the visitors refusing to be penned back.
Indeed Gary Taylor-Fletcher came close to shoring up their advantage with a powerful far-post header against the bar from Adam's deep cross.
Stoke boss Tony Pulis shuffled his side, bringing on Jon Walters and Tuncay, to try and regain the momentum and the changes seemed justified as Blackpool were immediately forced onto the back foot.
Etherington's fading free-kick glanced the bar before Kingson pawed away a point-blank header from Huth.
Blackpool still refused to sit back and substitute Matt Phillips forced Begovic into a frantic backpedal to deal with with a scooped shot from an acute angle.
But the match ended with the ball criss-crossing the face of the Blackpool goal as first Vaughan's flicked clearance narrowly evaded the attackers and Tuncay's more deliberate cross went unconverted.
In stoppage time Rory Delap's effort was repelled by Evatt on the post as Blackpool, unlike at the Reebok, refused to loosen their grip on the three points.
90:00+3:02 The referee blows his whistle to end the game.
Correction - 90:00+1:00 Corner taken left-footed by Matthew Etherington, Rory Delap takes a shot. Blocked by Neal Eardley.
90:00+1:00 Corner taken left-footed by Matthew Etherington from the right by-line, Rory Delap has an effort at goal from inside the six-yard
box that hits the post.
89:55 Inswinging corner taken right-footed by Tuncay Sanli, Ian Evatt makes a clearance.
86:59 Glenn Whelan gives away a free kick for an unfair challenge on Gary Taylor-Fletcher. Charlie Adam takes the direct free kick.
Matt Phillips is ruled offside. Indirect free kick taken by Asmir Begovic.
85:46 Foul by Gary Taylor-Fletcher on Tuncay Sanli, free kick awarded. Free kick taken by Glenn Whelan.
82:38 Substitution Glenn Whelan replaces Andy Wilkinson.
81:48 Effort on goal by Matthew Etherington from just inside the penalty box goes harmlessly over the target.
80:36 Matt Phillips takes a shot. Save made by Asmir Begovic. Inswinging corner taken by Charlie Adam from the right by-line.
79:50 Substitution Matt Phillips comes on in place of Elliot Grandin.
77:52 Corner taken left-footed by Charlie Adam, Andy Wilkinson manages to make a clearance. Short corner taken by Charlie Adam from
the right by-line.
76:13 Jonathan Walters takes a shot. Save made by Richard Kingson.
73:46 Corner taken by Matthew Etherington played to the near post, Robert Huth takes a shot. Richard Kingson makes a save.
71:25 Free kick awarded for an unfair challenge on Ricardo Fuller by Ian Evatt. Shot comes in from Matthew Etherington from the
71:25 Booking Ian Evatt is cautioned by the ref for unsporting behaviour.
69:19 Substitution Jermaine Pennant goes off and Tuncay Sanli comes on.
69:19 Substitution Jonathan Walters is brought on as a substitute for Kenwyne Jones.
68:01 Corner taken by Matthew Etherington, Kenwyne Jones produces a header from inside the area that goes over the crossbar.
66:38 Foul by Rory Delap on Elliot Grandin, free kick awarded. Neal Eardley takes the free kick.
65:41 Gary Taylor-Fletcher takes a shot.
65:04 Foul by Rory Delap on Gary Taylor-Fletcher, free kick awarded. Free kick taken by Charlie Adam.
Correction - 63:36 Charlie Adam has an effort at goal from 25 yards. Save by Asmir Begovic.
63:36 Charlie Adam takes a shot. Save by Asmir Begovic.
61:57 Ricardo Fuller produces a right-footed shot from just outside the box that misses to the right of the net.
58:21 Corner taken right-footed by Jermaine Pennant, Richard Kingson makes a save.
57:15 Matthew Etherington takes the inswinging corner, Charlie Adam manages to make a clearance.
56:16 Luke Varney has a headed effort from just outside the penalty area which clears the crossbar.
55:40 Rory Delap concedes a free kick for a foul on Charlie Adam. Direct free kick taken by Ian Evatt.
53:52 Ricardo Fuller gives away a free kick for an unfair challenge on Ian Evatt. Direct free kick taken by Richard Kingson.
50:06 Jermaine Pennant fouled by Stephen Crainey, the ref awards a free kick. Andy Wilkinson takes the direct free kick.
47:01 Assist on the goal came from Charlie Adam.
47:01 GOAL - Dudley Campbell:Stoke 0 - 1 Blackpool Dudley Campbell scores a goal from inside the six-yard box to the top right corner of the goal. Stoke 0-1 Blackpool.
Correction - 46:42 Ricardo Fuller takes a shot. Ian Evatt gets a block in.
46:42 Ricardo Fuller takes a shot.
46:14 Dean Whitehead takes a shot from just inside the penalty box which clears the crossbar.
45:01 The game restarts for the second half.
45:00+1:01 The ref blows to end the first period.
45:00+0:32 Corner taken left-footed by Matthew Etherington, Gary Taylor-Fletcher makes a clearance.
44:19 Free kick awarded for a foul by Charlie Adam on Dean Whitehead. Free kick taken by Matthew Etherington.
44:19 Booking Charlie Adam booked for unsporting behaviour.
43:28 Elliot Grandin concedes a free kick for a foul on Robert Huth. Ryan Shawcross takes the direct free kick.
42:22 Corner taken by Matthew Etherington, Robert Huth gives away a free kick for an unfair challenge on Richard Kingson. Richard
Kingson takes the free kick.
41:35 Rory Delap has a headed effort at goal from just inside the area that misses to the right of the target.
38:18 Luke Varney takes a shot. Blocked by Robert Huth.
37:09 Craig Cathcart concedes a free kick for a foul on Kenwyne Jones. Matthew Etherington restarts play with the free kick.
35:31 Ricardo Fuller takes a shot.
33:34 Luke Varney takes a shot. Asmir Begovic makes a save.
30:54 Free kick awarded for an unfair challenge on Craig Cathcart by Ricardo Fuller. Free kick taken by Richard Kingson.
28:36 Charlie Adam challenges Rory Delap unfairly and gives away a free kick. Andy Wilkinson restarts play with the free kick.
26:26 Dudley Campbell is ruled offside. Asmir Begovic takes the free kick.
25:44 Inswinging corner taken from the right by-line by Matthew Etherington, Charlie Adam manages to make a clearance.
25:04 Gary Taylor-Fletcher gives away a free kick for an unfair challenge on Jermaine Pennant. Jermaine Pennant takes the free kick.
24:23 Foul by Craig Cathcart on Kenwyne Jones, free kick awarded. Free kick taken by Matthew Etherington.
22:53 Unfair challenge on Gary Taylor-Fletcher by Danny Collins results in a free kick. Direct free kick taken by Charlie Adam.
Effort on goal by Neal Eardley from just outside the penalty area goes harmlessly over the target.
21:59 Kenwyne Jones produces a right-footed shot from long range that goes harmlessly over the bar.
21:35 The ball is sent over by Charlie Adam, save by Asmir Begovic.
18:28 Free kick awarded for an unfair challenge on Elliot Grandin by Rory Delap. Free kick taken by Richard Kingson.
17:45 Effort from inside the area by Dudley Campbell misses to the left of the target.
15:28 Effort on goal by David Vaughan from just outside the area goes harmlessly over the target.
14:40 Free kick awarded for an unfair challenge on Charlie Adam by Rory Delap. Richard Kingson takes the free kick.
13:56 Corner taken by Elliot Grandin played to the near post, Kenwyne Jones makes a clearance.
12:50 Kenwyne Jones produces a right-footed shot from the edge of the area and misses to the left of the goal.
11:35 Inswinging corner taken left-footed by Matthew Etherington, Strike from close range by Kenwyne Jones clears the bar.
9:43 Robert Huth takes a shot. Comfortable save by Richard Kingson.
9:02 Charlie Adam challenges Kenwyne Jones unfairly and gives away a free kick. Matthew Etherington takes the free kick.
8:20 Shot from just outside the area by Kenwyne Jones misses to the right of the target.
6:46 Foul by Andy Wilkinson on Luke Varney, free kick awarded. Charlie Adam restarts play with the free kick.
4:59 Luke Varney gives away a free kick for an unfair challenge on Andy Wilkinson. Asmir Begovic takes the direct free kick.
2:32 Andy Wilkinson gives away a free kick for an unfair challenge on Charlie Adam. Direct free kick taken by Ian Evatt.
0:00 The match gets underway.
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